Ticket #648: computeCD_tables.patch

File computeCD_tables.patch, 106.3 KB (added by gw.orange@…, 4 years ago)

Bolj natancne in vecje tabele za vse znova poracunane.

  • orange/orngStat.py

     
    18171817    return (f, k-1), (im, fdistdof) 
    18181818 
    18191819def compute_CD(avranks, N, alpha="0.05", type="nemenyi"): 
     1820    """Compute critical difference for Nemenyi or Bonferroni-Dunn test for average ranks. 
     1821 
     1822    Tables for 1000 `q` values were precalculated using R function `qtukey()` with: 
     1823        qtukey(1 - alpha, 2:1000, Inf) / sqrt(2) 
     1824        qtukey(1 - (alpha/2:1000), 2, Inf) / sqrt(2) 
     1825     
     1826    :param N: number of tested data sets 
     1827    :param alpha: alpha value for chosen test ("0.001", "0.01", "0.02", "0.05" or "0.1") 
     1828    :param type: chosen critical difference test type ("nemenyi" for Nemenyi two 
     1829        tailed test or bonferroni-dunn" for Bonferroni-Dunn test) 
     1830    :return: critical difference value 
    18201831    """ 
    1821     if type == "nemenyi": 
    1822         critical difference for Nemenyi two tailed test. 
    1823     if type == "bonferroni-dunn": 
    1824         critical difference for Bonferroni-Dunn test 
    1825     """ 
    1826  
     1832    d = { 
     1833        ("nemenyi", "0.001"): [ 
     1834            0, 0, 3.290527, 3.580402, 3.753891, 3.877599, 3.973468, 4.051548, 4.117291, 4.173985, 4.223766, 4.268097, 4.308025, 4.344324, 4.377582, 4.408256, 4.436707, 4.463228, 4.488057, 4.511391, 4.533394, 
     1835            4.554207, 4.573947, 4.592717, 4.610606, 4.627689, 4.644034, 4.659701, 4.674742, 4.689204, 4.703129, 4.716553, 4.729510, 4.742032, 4.754145, 4.765875, 4.777244, 4.788274, 4.798983, 4.809389, 4.819508, 
     1836            4.829356, 4.838945, 4.848289, 4.857400, 4.866289, 4.874965, 4.883440, 4.891721, 4.899816, 4.907735, 4.915483, 4.923069, 4.930499, 4.937778, 4.944912, 4.951908, 4.958770, 4.965503, 4.972112, 4.978601, 
     1837            4.984973, 4.991235, 4.997388, 5.003436, 5.009383, 5.015233, 5.020988, 5.026650, 5.032224, 5.037712, 5.043115, 5.048437, 5.053681, 5.058847, 5.063939, 5.068958, 5.073907, 5.078787, 5.083600, 5.088348, 
     1838            5.093032, 5.097655, 5.102218, 5.106722, 5.111169, 5.115560, 5.119896, 5.124179, 5.128411, 5.132591, 5.136722, 5.140805, 5.144840, 5.148829, 5.152773, 5.156672, 5.160528, 5.164342, 5.168114, 5.171845, 
     1839            5.175537, 5.179190, 5.182804, 5.186382, 5.189922, 5.193427, 5.196896, 5.200331, 5.203732, 5.207100, 5.210435, 5.213738, 5.217009, 5.220250, 5.223461, 5.226641, 5.229793, 5.232916, 5.236011, 5.239078, 
     1840            5.242117, 5.245130, 5.248117, 5.251078, 5.254013, 5.256924, 5.259810, 5.262671, 5.265509, 5.268324, 5.271115, 5.273884, 5.276631, 5.279355, 5.282058, 5.284740, 5.287400, 5.290040, 5.292660, 5.295259, 
     1841            5.297839, 5.300399, 5.302941, 5.305463, 5.307966, 5.310452, 5.312919, 5.315368, 5.317800, 5.320214, 5.322612, 5.324992, 5.327356, 5.329703, 5.332034, 5.334349, 5.336649, 5.338933, 5.341201, 5.343454, 
     1842            5.345693, 5.347916, 5.350125, 5.352320, 5.354500, 5.356667, 5.358819, 5.360958, 5.363083, 5.365195, 5.367294, 5.369379, 5.371452, 5.373512, 5.375560, 5.377595, 5.379617, 5.381628, 5.383627, 5.385614, 
     1843            5.387589, 5.389552, 5.391504, 5.393445, 5.395374, 5.397293, 5.399201, 5.401097, 5.402983, 5.404859, 5.406724, 5.408578, 5.410422, 5.412257, 5.414081, 5.415895, 5.417699, 5.419494, 5.421279, 5.423055, 
     1844            5.424821, 5.426577, 5.428325, 5.430063, 5.431793, 5.433513, 5.435225, 5.436928, 5.438622, 5.440307, 5.441984, 5.443653, 5.445313, 5.446965, 5.448609, 5.450244, 5.451872, 5.453492, 5.455104, 5.456708, 
     1845            5.458304, 5.459893, 5.461474, 5.463047, 5.464613, 5.466172, 5.467723, 5.469267, 5.470804, 5.472334, 5.473857, 5.475373, 5.476882, 5.478384, 5.479879, 5.481367, 5.482849, 5.484324, 5.485793, 5.487255, 
     1846            5.488711, 5.490160, 5.491603, 5.493039, 5.494470, 5.495894, 5.497312, 5.498724, 5.500130, 5.501530, 5.502924, 5.504312, 5.505694, 5.507071, 5.508441, 5.509806, 5.511166, 5.512520, 5.513868, 5.515211, 
     1847            5.516548, 5.517880, 5.519206, 5.520527, 5.521843, 5.523154, 5.524459, 5.525759, 5.527054, 5.528344, 5.529629, 5.530909, 5.532184, 5.533454, 5.534719, 5.535979, 5.537234, 5.538485, 5.539730, 5.540971, 
     1848            5.542208, 5.543439, 5.544666, 5.545889, 5.547107, 5.548320, 5.549529, 5.550734, 5.551934, 5.553129, 5.554320, 5.555507, 5.556690, 5.557868, 5.559042, 5.560212, 5.561378, 5.562540, 5.563697, 5.564850, 
     1849            5.566000, 5.567145, 5.568286, 5.569423, 5.570556, 5.571686, 5.572811, 5.573933, 5.575051, 5.576164, 5.577274, 5.578381, 5.579483, 5.580582, 5.581677, 5.582769, 5.583856, 5.584941, 5.586021, 5.587098, 
     1850            5.588172, 5.589241, 5.590308, 5.591371, 5.592430, 5.593486, 5.594538, 5.595588, 5.596633, 5.597676, 5.598715, 5.599750, 5.600783, 5.601812, 5.602838, 5.603860, 5.604880, 5.605896, 5.606909, 5.607919, 
     1851            5.608926, 5.609929, 5.610930, 5.611927, 5.612922, 5.613913, 5.614901, 5.615887, 5.616869, 5.617848, 5.618824, 5.619798, 5.620768, 5.621736, 5.622701, 5.623662, 5.624621, 5.625578, 5.626531, 5.627481, 
     1852            5.628429, 5.629374, 5.630316, 5.631255, 5.632192, 5.633126, 5.634057, 5.634986, 5.635912, 5.636835, 5.637756, 5.638674, 5.639589, 5.640502, 5.641412, 5.642320, 5.643225, 5.644128, 5.645028, 5.645925, 
     1853            5.646820, 5.647713, 5.648603, 5.649491, 5.650376, 5.651259, 5.652139, 5.653017, 5.653893, 5.654766, 5.655637, 5.656505, 5.657371, 5.658235, 5.659097, 5.659956, 5.660813, 5.661667, 5.662520, 5.663370, 
     1854            5.664217, 5.665063, 5.665906, 5.666748, 5.667587, 5.668423, 5.669258, 5.670090, 5.670921, 5.671749, 5.672575, 5.673399, 5.674221, 5.675040, 5.675858, 5.676673, 5.677487, 5.678298, 5.679107, 5.679915, 
     1855            5.680720, 5.681523, 5.682324, 5.683124, 5.683921, 5.684716, 5.685509, 5.686301, 5.687090, 5.687877, 5.688663, 5.689447, 5.690228, 5.691008, 5.691786, 5.692562, 5.693336, 5.694108, 5.694878, 5.695647, 
     1856            5.696413, 5.697178, 5.697941, 5.698702, 5.699462, 5.700219, 5.700975, 5.701729, 5.702481, 5.703232, 5.703980, 5.704727, 5.705473, 5.706216, 5.706958, 5.707698, 5.708436, 5.709173, 5.709907, 5.710641, 
     1857            5.711372, 5.712102, 5.712830, 5.713557, 5.714281, 5.715005, 5.715726, 5.716446, 5.717164, 5.717881, 5.718596, 5.719310, 5.720022, 5.720732, 5.721441, 5.722148, 5.722853, 5.723557, 5.724260, 5.724961, 
     1858            5.725660, 5.726358, 5.727054, 5.727749, 5.728442, 5.729134, 5.729824, 5.730513, 5.731200, 5.731886, 5.732570, 5.733253, 5.733935, 5.734615, 5.735293, 5.735970, 5.736646, 5.737320, 5.737993, 5.738664, 
     1859            5.739334, 5.740002, 5.740669, 5.741335, 5.741999, 5.742662, 5.743324, 5.743984, 5.744643, 5.745300, 5.745956, 5.746611, 5.747264, 5.747916, 5.748567, 5.749216, 5.749864, 5.750511, 5.751156, 5.751800, 
     1860            5.752443, 5.753084, 5.753724, 5.754363, 5.755001, 5.755637, 5.756272, 5.756906, 5.757538, 5.758169, 5.758799, 5.759428, 5.760056, 5.760682, 5.761307, 5.761930, 5.762553, 5.763174, 5.763794, 5.764413, 
     1861            5.765031, 5.765647, 5.766263, 5.766877, 5.767489, 5.768101, 5.768712, 5.769321, 5.769929, 5.770536, 5.771142, 5.771747, 5.772350, 5.772952, 5.773554, 5.774154, 5.774753, 5.775350, 5.775947, 5.776543, 
     1862            5.777137, 5.777730, 5.778322, 5.778914, 5.779504, 5.780092, 5.780680, 5.781267, 5.781852, 5.782437, 5.783020, 5.783603, 5.784184, 5.784764, 5.785343, 5.785921, 5.786498, 5.787074, 5.787649, 5.788223, 
     1863            5.788796, 5.789368, 5.789939, 5.790508, 5.791077, 5.791645, 5.792211, 5.792777, 5.793341, 5.793905, 5.794468, 5.795029, 5.795590, 5.796149, 5.796708, 5.797266, 5.797822, 5.798378, 5.798933, 5.799486, 
     1864            5.800039, 5.800591, 5.801142, 5.801691, 5.802240, 5.802788, 5.803335, 5.803881, 5.804426, 5.804970, 5.805513, 5.806056, 5.806597, 5.807137, 5.807677, 5.808215, 5.808753, 5.809290, 5.809825, 5.810360, 
     1865            5.810894, 5.811427, 5.811959, 5.812490, 5.813021, 5.813550, 5.814079, 5.814606, 5.815133, 5.815659, 5.816184, 5.816708, 5.817232, 5.817754, 5.818275, 5.818796, 5.819316, 5.819835, 5.820353, 5.820870, 
     1866            5.821387, 5.821902, 5.822417, 5.822931, 5.823444, 5.823956, 5.824467, 5.824978, 5.825487, 5.825996, 5.826504, 5.827011, 5.827517, 5.828023, 5.828528, 5.829031, 5.829535, 5.830037, 5.830538, 5.831039, 
     1867            5.831539, 5.832038, 5.832536, 5.833034, 5.833531, 5.834027, 5.834522, 5.835016, 5.835510, 5.836003, 5.836495, 5.836986, 5.837477, 5.837966, 5.838455, 5.838943, 5.839431, 5.839918, 5.840404, 5.840889, 
     1868            5.841373, 5.841857, 5.842340, 5.842822, 5.843303, 5.843784, 5.844264, 5.844743, 5.845222, 5.845700, 5.846177, 5.846653, 5.847128, 5.847603, 5.848077, 5.848551, 5.849024, 5.849496, 5.849967, 5.850437, 
     1869            5.850907, 5.851376, 5.851845, 5.852313, 5.852780, 5.853246, 5.853712, 5.854177, 5.854641, 5.855105, 5.855567, 5.856030, 5.856491, 5.856952, 5.857412, 5.857872, 5.858330, 5.858789, 5.859246, 5.859703, 
     1870            5.860159, 5.860614, 5.861069, 5.861523, 5.861977, 5.862430, 5.862882, 5.863333, 5.863784, 5.864234, 5.864684, 5.865133, 5.865581, 5.866029, 5.866476, 5.866922, 5.867368, 5.867813, 5.868257, 5.868701, 
     1871            5.869144, 5.869587, 5.870029, 5.870470, 5.870910, 5.871351, 5.871790, 5.872229, 5.872667, 5.873104, 5.873541, 5.873978, 5.874413, 5.874848, 5.875283, 5.875717, 5.876150, 5.876583, 5.877015, 5.877446, 
     1872            5.877877, 5.878308, 5.878737, 5.879166, 5.879595, 5.880023, 5.880450, 5.880877, 5.881303, 5.881729, 5.882154, 5.882578, 5.883002, 5.883425, 5.883848, 5.884270, 5.884692, 5.885112, 5.885533, 5.885953, 
     1873            5.886372, 5.886791, 5.887209, 5.887626, 5.888043, 5.888460, 5.888876, 5.889291, 5.889706, 5.890120, 5.890534, 5.890947, 5.891360, 5.891772, 5.892183, 5.892594, 5.893004, 5.893414, 5.893824, 5.894232, 
     1874            5.894641, 5.895048, 5.895455, 5.895862, 5.896268, 5.896674, 5.897079, 5.897483, 5.897887, 5.898291, 5.898694, 5.899096, 5.899498, 5.899899, 5.900300, 5.900701, 5.901100, 5.901500, 5.901898, 5.902297, 
     1875            5.902695, 5.903092, 5.903489, 5.903885, 5.904281, 5.904676, 5.905071, 5.905465, 5.905859, 5.906252, 5.906645, 5.907037, 5.907429, 5.907820, 5.908211, 5.908601, 5.908991, 5.909380, 5.909769, 5.910157, 
     1876            5.910545, 5.910932, 5.911319, 5.911705, 5.912091, 5.912476, 5.912861, 5.913246, 5.913630, 5.914013, 5.914396, 5.914779, 5.915161, 5.915542, 5.915924, 5.916304, 5.916684, 5.917064, 5.917443, 5.917822, 
     1877            5.918200, 5.918578, 5.918956, 5.919333, 5.919709, 5.920085, 5.920461, 5.920836, 5.921211, 5.921585, 5.921958, 5.922332, 5.922705, 5.923077, 5.923449, 5.923820, 5.924192, 5.924562, 5.924932, 5.925302, 
     1878            5.925671, 5.926040, 5.926409, 5.926777, 5.927144, 5.927511, 5.927878, 5.928244, 5.928610, 5.928975, 5.929340, 5.929705, 5.930069, 5.930432, 5.930796, 5.931158, 5.931521, 5.931883, 5.932244, 5.932605, 
     1879            5.932966, 5.933326, 5.933686, 5.934045, 5.934404, 5.934763, 5.935121, 5.935479, 5.935836, 5.936193, 5.936549, 5.936905, 5.937261, 5.937616, 5.937971, 5.938326, 5.938680, 5.939033, 5.939387, 5.939739, 
     1880            5.940092, 5.940444, 5.940795, 5.941147, 5.941498, 5.941848, 5.942198, 5.942548, 5.942897, 5.943246, 5.943594, 5.943942, 5.944290, 5.944637, 5.944984, 5.945330, 5.945676, 5.946022, 5.946367, 5.946712, 
     1881            5.947057, 5.947401, 5.947745, 5.948088, 5.948431, 5.948774, 5.949116, 5.949458, 5.949799, 5.950141, 5.950481, 5.950822, 5.951162, 5.951501, 5.951840, 5.952179, 5.952518, 5.952856, 5.953194, 5.953531, 
     1882            5.953868, 5.954205, 5.954541, 5.954877, 5.955212, 5.955547, 5.955882, 5.956217, 5.956551, 5.956884, 5.957218, 5.957551, 5.957883, 5.958216, 5.958548, 5.958879, 5.959210, 5.959541, 5.959872, 5.960202, 
     1883            5.960531, 5.960861, 5.961190, 5.961519, 5.961847, 5.962175, 5.962503, 5.962830, 5.963157, 5.963484, 5.963810, 5.964136, 5.964462, 5.964787, 5.965112, 5.965436, 5.965760, 5.966084, 5.966408, 5.966731 
     1884        ], 
     1885        ("nemenyi", "0.01"): [ 
     1886            0, 0, 2.575829, 2.913494, 3.113250, 3.254686, 3.363740, 3.452213, 3.526471, 3.590339, 3.646292, 3.696021, 3.740733, 3.781318, 3.818451, 3.852654, 3.884343, 3.913850, 3.941446, 3.967357, 3.991770, 
     1887            4.014842, 4.036710, 4.057487, 4.077275, 4.096161, 4.114220, 4.131519, 4.148118, 4.164069, 4.179420, 4.194212, 4.208484, 4.222269, 4.235598, 4.248501, 4.261002, 4.273125, 4.284891, 4.296320, 4.307430, 
     1888            4.318238, 4.328760, 4.339009, 4.349000, 4.358743, 4.368252, 4.377536, 4.386606, 4.395470, 4.404139, 4.412619, 4.420919, 4.429046, 4.437006, 4.444807, 4.452455, 4.459954, 4.467311, 4.474530, 4.481617, 
     1889            4.488576, 4.495412, 4.502128, 4.508729, 4.515219, 4.521600, 4.527877, 4.534052, 4.540130, 4.546112, 4.552002, 4.557802, 4.563515, 4.569144, 4.574690, 4.580157, 4.585546, 4.590859, 4.596099, 4.601268, 
     1890            4.606366, 4.611397, 4.616481, 4.621261, 4.626098, 4.630874, 4.635590, 4.640247, 4.644847, 4.649392, 4.653882, 4.658319, 4.662704, 4.667038, 4.671322, 4.675558, 4.679747, 4.683889, 4.687985, 4.692037, 
     1891            4.696045, 4.700010, 4.703934, 4.707816, 4.711659, 4.715462, 4.719226, 4.722953, 4.726642, 4.730295, 4.733913, 4.737495, 4.741043, 4.744557, 4.748038, 4.751486, 4.754902, 4.758287, 4.761642, 4.764965, 
     1892            4.768260, 4.771524, 4.774760, 4.777968, 4.781148, 4.784301, 4.787427, 4.790526, 4.793599, 4.796647, 4.799670, 4.802668, 4.805641, 4.808590, 4.811516, 4.814419, 4.817298, 4.820155, 4.822990, 4.825803, 
     1893            4.828594, 4.831364, 4.834114, 4.836842, 4.839550, 4.842239, 4.844907, 4.847556, 4.850186, 4.852796, 4.855389, 4.857962, 4.860518, 4.863055, 4.865575, 4.868078, 4.870563, 4.873032, 4.875483, 4.877918, 
     1894            4.880337, 4.882740, 4.885127, 4.887498, 4.889854, 4.892194, 4.894519, 4.896829, 4.899125, 4.901406, 4.903672, 4.905925, 4.908163, 4.910388, 4.912598, 4.914796, 4.916980, 4.919150, 4.921308, 4.923453, 
     1895            4.925585, 4.927704, 4.929811, 4.931906, 4.933988, 4.936058, 4.938117, 4.940163, 4.942198, 4.944222, 4.946234, 4.948234, 4.950224, 4.952203, 4.954170, 4.956127, 4.958073, 4.960009, 4.961934, 4.963849, 
     1896            4.965753, 4.967648, 4.969532, 4.971407, 4.973271, 4.975126, 4.976972, 4.978807, 4.980634, 4.982450, 4.984258, 4.986057, 4.987846, 4.989627, 4.991398, 4.993161, 4.994915, 4.996660, 4.998397, 5.000126, 
     1897            5.001846, 5.003557, 5.005261, 5.006956, 5.008643, 5.010322, 5.011993, 5.013657, 5.015312, 5.016960, 5.018600, 5.020233, 5.021858, 5.023475, 5.025086, 5.026688, 5.028284, 5.029873, 5.031454, 5.033028, 
     1898            5.034595, 5.036156, 5.037709, 5.039256, 5.040795, 5.042328, 5.043855, 5.045375, 5.046888, 5.048395, 5.049895, 5.051389, 5.052877, 5.054358, 5.055833, 5.057302, 5.058765, 5.060222, 5.061672, 5.063117, 
     1899            5.064556, 5.065989, 5.067416, 5.068837, 5.070253, 5.071663, 5.073067, 5.074465, 5.075858, 5.077246, 5.078628, 5.080005, 5.081376, 5.082741, 5.084102, 5.085457, 5.086807, 5.088152, 5.089491, 5.090826, 
     1900            5.092155, 5.093480, 5.094799, 5.096113, 5.097423, 5.098727, 5.100027, 5.101322, 5.102612, 5.103897, 5.105177, 5.106453, 5.107724, 5.108991, 5.110253, 5.111510, 5.112763, 5.114011, 5.115255, 5.116495, 
     1901            5.117730, 5.118961, 5.120187, 5.121409, 5.122627, 5.123840, 5.125049, 5.126254, 5.127455, 5.128652, 5.129845, 5.131033, 5.132218, 5.133398, 5.134574, 5.135747, 5.136915, 5.138080, 5.139241, 5.140397, 
     1902            5.141550, 5.142699, 5.143845, 5.144986, 5.146124, 5.147258, 5.148388, 5.149515, 5.150638, 5.151757, 5.152873, 5.153985, 5.155094, 5.156199, 5.157300, 5.158398, 5.159493, 5.160584, 5.161671, 5.162756, 
     1903            5.163836, 5.164914, 5.165988, 5.167059, 5.168126, 5.169190, 5.170251, 5.171309, 5.172363, 5.173414, 5.174462, 5.175507, 5.176548, 5.177587, 5.178622, 5.179654, 5.180684, 5.181710, 5.182733, 5.183753, 
     1904            5.184770, 5.185783, 5.186794, 5.187802, 5.188808, 5.189810, 5.190809, 5.191805, 5.192799, 5.193789, 5.194777, 5.195762, 5.196744, 5.197723, 5.198700, 5.199673, 5.200644, 5.201612, 5.202578, 5.203541, 
     1905            5.204501, 5.205458, 5.206413, 5.207365, 5.208314, 5.209261, 5.210205, 5.211147, 5.212086, 5.213022, 5.213956, 5.214888, 5.215816, 5.216743, 5.217666, 5.218588, 5.219507, 5.220423, 5.221337, 5.222248, 
     1906            5.223157, 5.224064, 5.224968, 5.225870, 5.226770, 5.227667, 5.228562, 5.229454, 5.230344, 5.231232, 5.232117, 5.233001, 5.233881, 5.234760, 5.235637, 5.236511, 5.237383, 5.238252, 5.239120, 5.239985, 
     1907            5.240848, 5.241709, 5.242568, 5.243424, 5.244279, 5.245131, 5.245981, 5.246829, 5.247675, 5.248519, 5.249361, 5.250200, 5.251038, 5.251873, 5.252707, 5.253538, 5.254368, 5.255195, 5.256021, 5.256844, 
     1908            5.257665, 5.258485, 5.259302, 5.260118, 5.260931, 5.261743, 5.262553, 5.263360, 5.264166, 5.264970, 5.265772, 5.266572, 5.267370, 5.268167, 5.268961, 5.269754, 5.270545, 5.271334, 5.272121, 5.272906, 
     1909            5.273690, 5.274471, 5.275251, 5.276029, 5.276806, 5.277580, 5.278353, 5.279124, 5.279893, 5.280661, 5.281427, 5.282191, 5.282953, 5.283714, 5.284473, 5.285230, 5.285985, 5.286739, 5.287491, 5.288242, 
     1910            5.288991, 5.289738, 5.290483, 5.291227, 5.291970, 5.292710, 5.293449, 5.294187, 5.294922, 5.295657, 5.296389, 5.297120, 5.297850, 5.298578, 5.299304, 5.300029, 5.300752, 5.301474, 5.302194, 5.302912, 
     1911            5.303629, 5.304345, 5.305059, 5.305771, 5.306482, 5.307192, 5.307900, 5.308607, 5.309312, 5.310015, 5.310717, 5.311418, 5.312117, 5.312815, 5.313511, 5.314206, 5.314900, 5.315592, 5.316282, 5.316972, 
     1912            5.317659, 5.318346, 5.319031, 5.319714, 5.320397, 5.321077, 5.321757, 5.322435, 5.323112, 5.323787, 5.324461, 5.325134, 5.325805, 5.326475, 5.327144, 5.327811, 5.328477, 5.329142, 5.329805, 5.330467, 
     1913            5.331128, 5.331787, 5.332446, 5.333103, 5.333758, 5.334413, 5.335066, 5.335717, 5.336368, 5.337017, 5.337665, 5.338312, 5.338958, 5.339602, 5.340245, 5.340887, 5.341527, 5.342167, 5.342805, 5.343442, 
     1914            5.344078, 5.344712, 5.345346, 5.345978, 5.346609, 5.347238, 5.347867, 5.348494, 5.349121, 5.349746, 5.350370, 5.350992, 5.351614, 5.352234, 5.352854, 5.353472, 5.354089, 5.354705, 5.355320, 5.355933, 
     1915            5.356546, 5.357157, 5.357767, 5.358377, 5.358985, 5.359592, 5.360197, 5.360802, 5.361406, 5.362008, 5.362610, 5.363210, 5.363810, 5.364408, 5.365005, 5.365601, 5.366196, 5.366790, 5.367383, 5.367975, 
     1916            5.368566, 5.369156, 5.369745, 5.370332, 5.370919, 5.371505, 5.372089, 5.372673, 5.373256, 5.373837, 5.374418, 5.374997, 5.375576, 5.376154, 5.376730, 5.377306, 5.377880, 5.378454, 5.379027, 5.379598, 
     1917            5.380169, 5.380739, 5.381307, 5.381875, 5.382442, 5.383008, 5.383573, 5.384136, 5.384699, 5.385261, 5.385822, 5.386383, 5.386942, 5.387500, 5.388057, 5.388614, 5.389169, 5.389724, 5.390277, 5.390830, 
     1918            5.391382, 5.391932, 5.392482, 5.393031, 5.393580, 5.394127, 5.394673, 5.395219, 5.395763, 5.396307, 5.396850, 5.397391, 5.397932, 5.398473, 5.399012, 5.399550, 5.400088, 5.400624, 5.401160, 5.401695, 
     1919            5.402229, 5.402762, 5.403295, 5.403826, 5.404357, 5.404886, 5.405415, 5.405944, 5.406471, 5.406997, 5.407523, 5.408048, 5.408572, 5.409095, 5.409617, 5.410138, 5.410659, 5.411179, 5.411698, 5.412216, 
     1920            5.412734, 5.413250, 5.413766, 5.414281, 5.414795, 5.415309, 5.415821, 5.416333, 5.416844, 5.417354, 5.417864, 5.418372, 5.418880, 5.419387, 5.419894, 5.420399, 5.420904, 5.421408, 5.421912, 5.422414, 
     1921            5.422916, 5.423417, 5.423917, 5.424416, 5.424915, 5.425413, 5.425910, 5.426407, 5.426903, 5.427398, 5.427892, 5.428385, 5.428878, 5.429370, 5.429862, 5.430352, 5.430842, 5.431331, 5.431820, 5.432307, 
     1922            5.432794, 5.433281, 5.433766, 5.434251, 5.434735, 5.435219, 5.435701, 5.436183, 5.436665, 5.437145, 5.437625, 5.438105, 5.438583, 5.439061, 5.439538, 5.440015, 5.440490, 5.440965, 5.441440, 5.441914, 
     1923            5.442387, 5.442859, 5.443331, 5.443802, 5.444272, 5.444742, 5.445211, 5.445679, 5.446147, 5.446614, 5.447080, 5.447546, 5.448011, 5.448476, 5.448939, 5.449402, 5.449865, 5.450327, 5.450788, 5.451248, 
     1924            5.451708, 5.452167, 5.452626, 5.453084, 5.453541, 5.453998, 5.454454, 5.454910, 5.455364, 5.455818, 5.456272, 5.456725, 5.457177, 5.457629, 5.458080, 5.458531, 5.458980, 5.459430, 5.459878, 5.460326, 
     1925            5.460774, 5.461220, 5.461667, 5.462112, 5.462557, 5.463002, 5.463445, 5.463888, 5.464331, 5.464773, 5.465214, 5.465655, 5.466095, 5.466535, 5.466974, 5.467413, 5.467850, 5.468288, 5.468725, 5.469161, 
     1926            5.469596, 5.470031, 5.470466, 5.470899, 5.471333, 5.471765, 5.472198, 5.472629, 5.473060, 5.473490, 5.473920, 5.474350, 5.474778, 5.475207, 5.475634, 5.476061, 5.476488, 5.476914, 5.477339, 5.477764, 
     1927            5.478188, 5.478612, 5.479035, 5.479458, 5.479880, 5.480302, 5.480723, 5.481143, 5.481563, 5.481983, 5.482402, 5.482820, 5.483238, 5.483655, 5.484072, 5.484488, 5.484904, 5.485319, 5.485734, 5.486148, 
     1928            5.486562, 5.486975, 5.487387, 5.487799, 5.488211, 5.488622, 5.489033, 5.489443, 5.489852, 5.490261, 5.490670, 5.491077, 5.491485, 5.491892, 5.492298, 5.492704, 5.493110, 5.493515, 5.493919, 5.494323, 
     1929            5.494727, 5.495130, 5.495532, 5.495934, 5.496335, 5.496736, 5.497137, 5.497537, 5.497936, 5.498335, 5.498734, 5.499132, 5.499530, 5.499927, 5.500323, 5.500719, 5.501115, 5.501510, 5.501905, 5.502299, 
     1930            5.502693, 5.503086, 5.503479, 5.503871, 5.504263, 5.504655, 5.505046, 5.505436, 5.505826, 5.506216, 5.506605, 5.506993, 5.507381, 5.507769, 5.508156, 5.508543, 5.508929, 5.509315, 5.509701, 5.510086, 
     1931            5.510470, 5.510854, 5.511238, 5.511621, 5.512004, 5.512386, 5.512768, 5.513149, 5.513530, 5.513911, 5.514291, 5.514670, 5.515049, 5.515428, 5.515806, 5.516184, 5.516561, 5.516938, 5.517315, 5.517691, 
     1932            5.518067, 5.518442, 5.518817, 5.519191, 5.519565, 5.519939, 5.520312, 5.520684, 5.521057, 5.521428, 5.521800, 5.522171, 5.522541, 5.522911, 5.523281, 5.523650, 5.524019, 5.524388, 5.524756, 5.525123, 
     1933            5.525491, 5.525857, 5.526224, 5.526590, 5.526955, 5.527320, 5.527685, 5.528050, 5.528413, 5.528777, 5.529140, 5.529503, 5.529865, 5.530227, 5.530589, 5.530950, 5.531310, 5.531671, 5.532031, 5.532390, 
     1934            5.532749, 5.533108, 5.533466, 5.533824, 5.534182, 5.534539, 5.534896, 5.535252, 5.535608, 5.535964, 5.536319, 5.536674, 5.537028, 5.537382, 5.537736, 5.538089, 5.538442, 5.538795, 5.539147, 5.539498, 
     1935            5.539850, 5.540201, 5.540551, 5.540902, 5.541251, 5.541601, 5.541950, 5.542299, 5.542647, 5.542995, 5.543343, 5.543690, 5.544037, 5.544383, 5.544730, 5.545075, 5.545421, 5.545766, 5.546110, 5.546455 
     1936        ], 
     1937        ("nemenyi", "0.02"): [ 
     1938            0, 0, 2.326348, 2.682329, 2.892169, 3.040408, 3.154516, 3.246966, 3.324478, 3.391084, 3.449389, 3.501174, 3.547705, 3.589917, 3.628519, 3.664061, 3.696975, 3.727610, 3.756253, 3.783136, 3.808458, 
     1939            3.832382, 3.855051, 3.876584, 3.897087, 3.916650, 3.935352, 3.953264, 3.970448, 3.986957, 4.002843, 4.018147, 4.032911, 4.047169, 4.060953, 4.074294, 4.087218, 4.099749, 4.111910, 4.123721, 4.135201, 
     1940            4.146368, 4.157237, 4.167823, 4.178141, 4.188203, 4.198022, 4.207607, 4.216970, 4.226121, 4.235068, 4.243820, 4.252385, 4.260771, 4.268985, 4.277033, 4.284922, 4.292658, 4.300246, 4.307692, 4.315001, 
     1941            4.322177, 4.329226, 4.336151, 4.342956, 4.349646, 4.356225, 4.362695, 4.369060, 4.375324, 4.381489, 4.387559, 4.393536, 4.399423, 4.405222, 4.410937, 4.416569, 4.422120, 4.427594, 4.432991, 4.438314, 
     1942            4.443566, 4.448747, 4.453859, 4.458905, 4.463886, 4.468804, 4.473659, 4.478455, 4.483191, 4.487869, 4.492492, 4.497060, 4.501574, 4.506034, 4.510444, 4.514804, 4.519115, 4.523377, 4.527593, 4.531763, 
     1943            4.535887, 4.539968, 4.544005, 4.548000, 4.551953, 4.555866, 4.559739, 4.563573, 4.567368, 4.571126, 4.574847, 4.578532, 4.582181, 4.585795, 4.589375, 4.592922, 4.596436, 4.599917, 4.603366, 4.606784, 
     1944            4.610172, 4.613529, 4.616857, 4.620155, 4.623425, 4.626666, 4.629880, 4.633066, 4.636226, 4.639359, 4.642467, 4.645548, 4.648605, 4.651637, 4.654644, 4.657628, 4.660587, 4.663524, 4.666438, 4.669329, 
     1945            4.672197, 4.675044, 4.677870, 4.680674, 4.683457, 4.686219, 4.688961, 4.691683, 4.694385, 4.697068, 4.699731, 4.702376, 4.705001, 4.707609, 4.710198, 4.712769, 4.715322, 4.717858, 4.720377, 4.722878, 
     1946            4.725363, 4.727831, 4.730283, 4.732718, 4.735138, 4.737542, 4.739930, 4.742303, 4.744661, 4.747003, 4.749331, 4.751644, 4.753943, 4.756228, 4.758498, 4.760755, 4.762997, 4.765227, 4.767442, 4.769644, 
     1947            4.771834, 4.774010, 4.776173, 4.778324, 4.780462, 4.782588, 4.784701, 4.786802, 4.788892, 4.790969, 4.793035, 4.795089, 4.797132, 4.799163, 4.801183, 4.803192, 4.805190, 4.807177, 4.809153, 4.811118, 
     1948            4.813073, 4.815018, 4.816952, 4.818876, 4.820790, 4.822694, 4.824588, 4.826472, 4.828347, 4.830211, 4.832067, 4.833913, 4.835749, 4.837576, 4.839394, 4.841203, 4.843003, 4.844795, 4.846577, 4.848351, 
     1949            4.850116, 4.851872, 4.853620, 4.855359, 4.857091, 4.858814, 4.860528, 4.862235, 4.863934, 4.865624, 4.867307, 4.868982, 4.870650, 4.872309, 4.873961, 4.875606, 4.877243, 4.878872, 4.880495, 4.882110, 
     1950            4.883717, 4.885318, 4.886912, 4.888498, 4.890078, 4.891650, 4.893216, 4.894775, 4.896327, 4.897873, 4.899412, 4.900944, 4.902470, 4.903990, 4.905503, 4.907010, 4.908510, 4.910004, 4.911492, 4.912974, 
     1951            4.914449, 4.915919, 4.917383, 4.918840, 4.920292, 4.921738, 4.923178, 4.924612, 4.926041, 4.927464, 4.928881, 4.930293, 4.931699, 4.933099, 4.934495, 4.935884, 4.937269, 4.938647, 4.940021, 4.941389, 
     1952            4.942753, 4.944111, 4.945463, 4.946811, 4.948154, 4.949491, 4.950824, 4.952151, 4.953474, 4.954792, 4.956105, 4.957413, 4.958716, 4.960015, 4.961309, 4.962598, 4.963882, 4.965162, 4.966437, 4.967708, 
     1953            4.968974, 4.970236, 4.971493, 4.972746, 4.973994, 4.975238, 4.976478, 4.977713, 4.978944, 4.980171, 4.981393, 4.982612, 4.983826, 4.985036, 4.986242, 4.987443, 4.988641, 4.989835, 4.991025, 4.992210, 
     1954            4.993392, 4.994570, 4.995744, 4.996914, 4.998080, 4.999242, 5.000401, 5.001555, 5.002706, 5.003854, 5.004997, 5.006137, 5.007273, 5.008405, 5.009534, 5.010660, 5.011781, 5.012899, 5.014014, 5.015125, 
     1955            5.016233, 5.017337, 5.018438, 5.019535, 5.020629, 5.021719, 5.022806, 5.023890, 5.024970, 5.026048, 5.027121, 5.028192, 5.029259, 5.030323, 5.031384, 5.032442, 5.033497, 5.034548, 5.035596, 5.036641, 
     1956            5.037683, 5.038722, 5.039758, 5.040791, 5.041821, 5.042847, 5.043871, 5.044892, 5.045910, 5.046925, 5.047937, 5.048946, 5.049952, 5.050955, 5.051956, 5.052953, 5.053948, 5.054940, 5.055929, 5.056915, 
     1957            5.057899, 5.058879, 5.059858, 5.060833, 5.061805, 5.062775, 5.063743, 5.064707, 5.065669, 5.066629, 5.067585, 5.068539, 5.069491, 5.070440, 5.071386, 5.072330, 5.073271, 5.074210, 5.075146, 5.076079, 
     1958            5.077011, 5.077939, 5.078865, 5.079789, 5.080711, 5.081630, 5.082546, 5.083460, 5.084372, 5.085281, 5.086188, 5.087093, 5.087995, 5.088895, 5.089793, 5.090688, 5.091581, 5.092472, 5.093360, 5.094246, 
     1959            5.095130, 5.096012, 5.096891, 5.097769, 5.098644, 5.099517, 5.100387, 5.101256, 5.102122, 5.102986, 5.103848, 5.104708, 5.105566, 5.106422, 5.107275, 5.108127, 5.108976, 5.109824, 5.110669, 5.111512, 
     1960            5.112353, 5.113192, 5.114029, 5.114865, 5.115698, 5.116529, 5.117358, 5.118185, 5.119010, 5.119833, 5.120655, 5.121474, 5.122291, 5.123107, 5.123920, 5.124732, 5.125542, 5.126350, 5.127156, 5.127960, 
     1961            5.128762, 5.129562, 5.130361, 5.131158, 5.131952, 5.132746, 5.133537, 5.134326, 5.135114, 5.135900, 5.136684, 5.137466, 5.138247, 5.139025, 5.139802, 5.140578, 5.141351, 5.142123, 5.142893, 5.143661, 
     1962            5.144428, 5.145193, 5.145956, 5.146718, 5.147478, 5.148236, 5.148993, 5.149748, 5.150501, 5.151253, 5.152003, 5.152751, 5.153498, 5.154243, 5.154987, 5.155729, 5.156469, 5.157208, 5.157945, 5.158681, 
     1963            5.159415, 5.160147, 5.160878, 5.161607, 5.162335, 5.163062, 5.163786, 5.164510, 5.165231, 5.165952, 5.166670, 5.167388, 5.168103, 5.168818, 5.169530, 5.170242, 5.170951, 5.171660, 5.172367, 5.173072, 
     1964            5.173776, 5.174479, 5.175180, 5.175880, 5.176578, 5.177275, 5.177970, 5.178664, 5.179357, 5.180048, 5.180738, 5.181427, 5.182114, 5.182800, 5.183484, 5.184167, 5.184849, 5.185529, 5.186208, 5.186886, 
     1965            5.187562, 5.188237, 5.188911, 5.189583, 5.190254, 5.190924, 5.191592, 5.192259, 5.192925, 5.193589, 5.194253, 5.194915, 5.195575, 5.196235, 5.196893, 5.197550, 5.198205, 5.198860, 5.199513, 5.200165, 
     1966            5.200815, 5.201465, 5.202113, 5.202760, 5.203405, 5.204050, 5.204693, 5.205335, 5.205976, 5.206616, 5.207254, 5.207892, 5.208528, 5.209163, 5.209796, 5.210429, 5.211060, 5.211691, 5.212320, 5.212948, 
     1967            5.213574, 5.214200, 5.214825, 5.215448, 5.216070, 5.216691, 5.217311, 5.217930, 5.218548, 5.219164, 5.219780, 5.220394, 5.221007, 5.221620, 5.222231, 5.222841, 5.223450, 5.224057, 5.224664, 5.225270, 
     1968            5.225874, 5.226478, 5.227080, 5.227682, 5.228282, 5.228881, 5.229479, 5.230077, 5.230673, 5.231268, 5.231862, 5.232455, 5.233047, 5.233638, 5.234228, 5.234817, 5.235405, 5.235991, 5.236577, 5.237162, 
     1969            5.237746, 5.238329, 5.238911, 5.239492, 5.240071, 5.240650, 5.241228, 5.241805, 5.242381, 5.242956, 5.243530, 5.244103, 5.244675, 5.245246, 5.245817, 5.246386, 5.246954, 5.247521, 5.248088, 5.248653, 
     1970            5.249218, 5.249781, 5.250344, 5.250905, 5.251466, 5.252026, 5.252585, 5.253143, 5.253700, 5.254256, 5.254811, 5.255366, 5.255919, 5.256472, 5.257023, 5.257574, 5.258124, 5.258673, 5.259221, 5.259768, 
     1971            5.260315, 5.260860, 5.261404, 5.261948, 5.262491, 5.263033, 5.263574, 5.264114, 5.264654, 5.265192, 5.265730, 5.266267, 5.266803, 5.267338, 5.267872, 5.268405, 5.268938, 5.269470, 5.270001, 5.270531, 
     1972            5.271060, 5.271588, 5.272116, 5.272643, 5.273169, 5.273694, 5.274218, 5.274742, 5.275264, 5.275786, 5.276307, 5.276828, 5.277347, 5.277866, 5.278384, 5.278901, 5.279417, 5.279933, 5.280448, 5.280962, 
     1973            5.281475, 5.281987, 5.282499, 5.283010, 5.283520, 5.284029, 5.284538, 5.285046, 5.285553, 5.286059, 5.286564, 5.287069, 5.287573, 5.288076, 5.288579, 5.289081, 5.289582, 5.290082, 5.290582, 5.291080, 
     1974            5.291579, 5.292076, 5.292572, 5.293068, 5.293563, 5.294058, 5.294552, 5.295045, 5.295537, 5.296028, 5.296519, 5.297009, 5.297499, 5.297987, 5.298475, 5.298963, 5.299449, 5.299935, 5.300420, 5.300905, 
     1975            5.301389, 5.301872, 5.302354, 5.302836, 5.303317, 5.303797, 5.304277, 5.304756, 5.305234, 5.305712, 5.306189, 5.306665, 5.307140, 5.307615, 5.308090, 5.308563, 5.309036, 5.309508, 5.309980, 5.310451, 
     1976            5.310921, 5.311391, 5.311860, 5.312328, 5.312796, 5.313263, 5.313729, 5.314195, 5.314660, 5.315124, 5.315588, 5.316051, 5.316514, 5.316976, 5.317437, 5.317898, 5.318358, 5.318817, 5.319276, 5.319734, 
     1977            5.320191, 5.320648, 5.321104, 5.321560, 5.322015, 5.322469, 5.322923, 5.323376, 5.323829, 5.324281, 5.324732, 5.325183, 5.325633, 5.326083, 5.326532, 5.326980, 5.327428, 5.327875, 5.328321, 5.328767, 
     1978            5.329213, 5.329657, 5.330101, 5.330545, 5.330988, 5.331430, 5.331872, 5.332314, 5.332754, 5.333194, 5.333634, 5.334073, 5.334511, 5.334949, 5.335386, 5.335823, 5.336259, 5.336694, 5.337129, 5.337564, 
     1979            5.337998, 5.338431, 5.338864, 5.339296, 5.339727, 5.340158, 5.340589, 5.341019, 5.341448, 5.341877, 5.342305, 5.342733, 5.343160, 5.343587, 5.344013, 5.344439, 5.344864, 5.345288, 5.345712, 5.346136, 
     1980            5.346558, 5.346981, 5.347403, 5.347824, 5.348245, 5.348665, 5.349085, 5.349504, 5.349922, 5.350340, 5.350758, 5.351175, 5.351592, 5.352008, 5.352423, 5.352838, 5.353253, 5.353667, 5.354080, 5.354493, 
     1981            5.354906, 5.355318, 5.355729, 5.356140, 5.356550, 5.356960, 5.357370, 5.357779, 5.358187, 5.358595, 5.359002, 5.359409, 5.359816, 5.360222, 5.360627, 5.361032, 5.361437, 5.361841, 5.362244, 5.362647, 
     1982            5.363050, 5.363452, 5.363853, 5.364254, 5.364655, 5.365055, 5.365455, 5.365854, 5.366252, 5.366651, 5.367048, 5.367446, 5.367842, 5.368239, 5.368635, 5.369030, 5.369425, 5.369819, 5.370213, 5.370607, 
     1983            5.371000, 5.371392, 5.371784, 5.372176, 5.372567, 5.372958, 5.373348, 5.373738, 5.374127, 5.374516, 5.374905, 5.375293, 5.375680, 5.376067, 5.376454, 5.376840, 5.377226, 5.377611, 5.377996, 5.378381, 
     1984            5.378765, 5.379148, 5.379531, 5.379914, 5.380296, 5.380678, 5.381059, 5.381440, 5.381821, 5.382201, 5.382580, 5.382959, 5.383338, 5.383717, 5.384094, 5.384472, 5.384849, 5.385225, 5.385602, 5.385977, 
     1985            5.386353, 5.386728, 5.387102, 5.387476, 5.387850, 5.388223, 5.388596, 5.388968, 5.389340, 5.389712, 5.390083, 5.390454, 5.390824, 5.391194, 5.391563, 5.391932, 5.392301, 5.392669, 5.393037, 5.393405, 
     1986            5.393772, 5.394138, 5.394504, 5.394870, 5.395236, 5.395601, 5.395965, 5.396330, 5.396693, 5.397057, 5.397420, 5.397782, 5.398145, 5.398507, 5.398868, 5.399229, 5.399590, 5.399950, 5.400310, 5.400669, 
     1987            5.401028, 5.401387, 5.401746, 5.402103, 5.402461, 5.402818, 5.403175, 5.403531, 5.403887, 5.404243, 5.404598, 5.404953, 5.405308, 5.405662, 5.406016, 5.406369, 5.406722, 5.407075, 5.407427, 5.407779  
     1988        ], 
     1989        ("nemenyi", "0.05"): [ 
     1990            0, 0, 1.959964, 2.343701, 2.569032, 2.727774, 2.849705, 2.948320, 3.030879, 3.101730, 3.163684, 3.218654, 3.268004, 3.312739, 3.353618, 3.391230, 3.426041, 3.458425, 3.488685, 3.517073, 3.543799, 
     1991            3.569040, 3.592946, 3.615646, 3.637252, 3.657861, 3.677556, 3.696413, 3.714498, 3.731869, 3.748578, 3.764672, 3.780193, 3.795179, 3.809664, 3.823680, 3.837254, 3.850413, 3.863181, 3.875579, 3.887627, 
     1992            3.899345, 3.910748, 3.921852, 3.932673, 3.943224, 3.953518, 3.963566, 3.973379, 3.982969, 3.992343, 4.001513, 4.010485, 4.019268, 4.027870, 4.036297, 4.044556, 4.052654, 4.060597, 4.068390, 4.076038, 
     1993            4.083547, 4.090921, 4.098166, 4.105284, 4.112282, 4.119161, 4.125927, 4.132583, 4.139131, 4.145576, 4.151921, 4.158168, 4.164321, 4.170381, 4.176352, 4.182237, 4.188037, 4.193755, 4.199393, 4.204953, 
     1994            4.210437, 4.215848, 4.221187, 4.226456, 4.231657, 4.236791, 4.241860, 4.246865, 4.251809, 4.256692, 4.261516, 4.266283, 4.270993, 4.275648, 4.280249, 4.284798, 4.289295, 4.293742, 4.298139, 4.302489, 
     1995            4.306790, 4.311046, 4.315256, 4.319422, 4.323545, 4.327625, 4.331663, 4.335660, 4.339617, 4.343534, 4.347413, 4.351254, 4.355057, 4.358825, 4.362556, 4.366252, 4.369914, 4.373541, 4.377135, 4.380697, 
     1996            4.384226, 4.387724, 4.391191, 4.394627, 4.398033, 4.401409, 4.404757, 4.408076, 4.411367, 4.414630, 4.417866, 4.421075, 4.424258, 4.427415, 4.430547, 4.433653, 4.436735, 4.439792, 4.442826, 4.445835, 
     1997            4.448822, 4.451785, 4.454726, 4.457645, 4.460542, 4.463417, 4.466271, 4.469104, 4.471916, 4.474708, 4.477479, 4.480231, 4.482963, 4.485676, 4.488370, 4.491045, 4.493701, 4.496340, 4.498960, 4.501562, 
     1998            4.504147, 4.506714, 4.509265, 4.511798, 4.514315, 4.516815, 4.519299, 4.521767, 4.524219, 4.526656, 4.529076, 4.531482, 4.533872, 4.536248, 4.538609, 4.540955, 4.543287, 4.545605, 4.547908, 4.550198, 
     1999            4.552474, 4.554736, 4.556985, 4.559221, 4.561443, 4.563653, 4.565850, 4.568034, 4.570206, 4.572365, 4.574512, 4.576647, 4.578770, 4.580881, 4.582980, 4.585067, 4.587144, 4.589208, 4.591262, 4.593304, 
     2000            4.595336, 4.597356, 4.599366, 4.601365, 4.603353, 4.605331, 4.607299, 4.609257, 4.611204, 4.613142, 4.615069, 4.616986, 4.618894, 4.620792, 4.622680, 4.624559, 4.626429, 4.628289, 4.630141, 4.631983, 
     2001            4.633816, 4.635640, 4.637455, 4.639262, 4.641060, 4.642849, 4.644630, 4.646402, 4.648166, 4.649921, 4.651669, 4.653408, 4.655139, 4.656862, 4.658577, 4.660285, 4.661984, 4.663676, 4.665361, 4.667037, 
     2002            4.668706, 4.670368, 4.672022, 4.673669, 4.675309, 4.676941, 4.678567, 4.680185, 4.681796, 4.683401, 4.684998, 4.686589, 4.688172, 4.689749, 4.691320, 4.692883, 4.694441, 4.695991, 4.697535, 4.699073, 
     2003            4.700604, 4.702130, 4.703648, 4.705161, 4.706667, 4.708168, 4.709662, 4.711150, 4.712633, 4.714109, 4.715580, 4.717044, 4.718503, 4.719956, 4.721404, 4.722845, 4.724282, 4.725712, 4.727137, 4.728557, 
     2004            4.729971, 4.731380, 4.732783, 4.734181, 4.735574, 4.736961, 4.738344, 4.739721, 4.741093, 4.742459, 4.743821, 4.745178, 4.746530, 4.747876, 4.749218, 4.750555, 4.751887, 4.753215, 4.754537, 4.755855, 
     2005            4.757168, 4.758477, 4.759780, 4.761080, 4.762374, 4.763664, 4.764950, 4.766230, 4.767507, 4.768779, 4.770047, 4.771310, 4.772569, 4.773824, 4.775074, 4.776320, 4.777562, 4.778799, 4.780033, 4.781262, 
     2006            4.782487, 4.783708, 4.784925, 4.786138, 4.787347, 4.788552, 4.789753, 4.790950, 4.792144, 4.793333, 4.794518, 4.795700, 4.796877, 4.798051, 4.799221, 4.800388, 4.801551, 4.802710, 4.803865, 4.805017, 
     2007            4.806165, 4.807309, 4.808450, 4.809587, 4.810721, 4.811851, 4.812978, 4.814101, 4.815220, 4.816337, 4.817450, 4.818559, 4.819665, 4.820768, 4.821867, 4.822963, 4.824056, 4.825146, 4.826232, 4.827315, 
     2008            4.828395, 4.829471, 4.830544, 4.831615, 4.832682, 4.833746, 4.834806, 4.835864, 4.836919, 4.837970, 4.839019, 4.840064, 4.841107, 4.842146, 4.843183, 4.844216, 4.845247, 4.846274, 4.847299, 4.848321, 
     2009            4.849340, 4.850356, 4.851369, 4.852380, 4.853387, 4.854392, 4.855394, 4.856393, 4.857390, 4.858383, 4.859374, 4.860363, 4.861348, 4.862331, 4.863311, 4.864289, 4.865264, 4.866236, 4.867206, 4.868173, 
     2010            4.869137, 4.870099, 4.871058, 4.872015, 4.872969, 4.873921, 4.874870, 4.875817, 4.876761, 4.877703, 4.878642, 4.879579, 4.880514, 4.881446, 4.882375, 4.883302, 4.884227, 4.885150, 4.886070, 4.886987, 
     2011            4.887903, 4.888816, 4.889726, 4.890635, 4.891541, 4.892445, 4.893346, 4.894246, 4.895143, 4.896038, 4.896930, 4.897821, 4.898709, 4.899595, 4.900479, 4.901360, 4.902240, 4.903117, 4.903992, 4.904865, 
     2012            4.905736, 4.906605, 4.907471, 4.908336, 4.909199, 4.910059, 4.910917, 4.911774, 4.912628, 4.913480, 4.914330, 4.915179, 4.916025, 4.916869, 4.917711, 4.918551, 4.919390, 4.920226, 4.921060, 4.921892, 
     2013            4.922723, 4.923551, 4.924378, 4.925203, 4.926026, 4.926846, 4.927665, 4.928483, 4.929298, 4.930111, 4.930923, 4.931732, 4.932540, 4.933346, 4.934151, 4.934953, 4.935754, 4.936552, 4.937350, 4.938145, 
     2014            4.938938, 4.939730, 4.940520, 4.941308, 4.942095, 4.942879, 4.943662, 4.944444, 4.945223, 4.946001, 4.946777, 4.947552, 4.948325, 4.949096, 4.949865, 4.950633, 4.951399, 4.952164, 4.952926, 4.953688, 
     2015            4.954447, 4.955205, 4.955962, 4.956716, 4.957469, 4.958221, 4.958971, 4.959719, 4.960466, 4.961211, 4.961955, 4.962697, 4.963438, 4.964177, 4.964914, 4.965650, 4.966385, 4.967118, 4.967849, 4.968579, 
     2016            4.969307, 4.970034, 4.970760, 4.971484, 4.972206, 4.972927, 4.973647, 4.974365, 4.975081, 4.975796, 4.976510, 4.977223, 4.977933, 4.978643, 4.979351, 4.980057, 4.980763, 4.981467, 4.982169, 4.982870, 
     2017            4.983570, 4.984268, 4.984965, 4.985660, 4.986354, 4.987047, 4.987739, 4.988429, 4.989117, 4.989805, 4.990491, 4.991175, 4.991859, 4.992541, 4.993222, 4.993901, 4.994579, 4.995256, 4.995932, 4.996606, 
     2018            4.997279, 4.997950, 4.998621, 4.999290, 4.999958, 5.000624, 5.001290, 5.001954, 5.002617, 5.003278, 5.003939, 5.004598, 5.005256, 5.005912, 5.006568, 5.007222, 5.007875, 5.008527, 5.009177, 5.009827, 
     2019            5.010475, 5.011122, 5.011768, 5.012413, 5.013056, 5.013698, 5.014339, 5.014979, 5.015618, 5.016256, 5.016892, 5.017528, 5.018162, 5.018795, 5.019427, 5.020057, 5.020687, 5.021316, 5.021943, 5.022569, 
     2020            5.023194, 5.023819, 5.024441, 5.025063, 5.025684, 5.026304, 5.026922, 5.027540, 5.028156, 5.028771, 5.029386, 5.029999, 5.030611, 5.031222, 5.031832, 5.032441, 5.033049, 5.033655, 5.034261, 5.034866, 
     2021            5.035470, 5.036072, 5.036674, 5.037274, 5.037874, 5.038472, 5.039070, 5.039666, 5.040262, 5.040856, 5.041450, 5.042042, 5.042634, 5.043224, 5.043813, 5.044402, 5.044989, 5.045576, 5.046161, 5.046746, 
     2022            5.047329, 5.047912, 5.048494, 5.049074, 5.049654, 5.050233, 5.050810, 5.051387, 5.051963, 5.052538, 5.053112, 5.053685, 5.054257, 5.054828, 5.055399, 5.055968, 5.056536, 5.057104, 5.057670, 5.058236, 
     2023            5.058801, 5.059364, 5.059927, 5.060489, 5.061050, 5.061611, 5.062170, 5.062728, 5.063286, 5.063842, 5.064398, 5.064953, 5.065507, 5.066060, 5.066612, 5.067164, 5.067714, 5.068264, 5.068812, 5.069360, 
     2024            5.069907, 5.070453, 5.070999, 5.071543, 5.072087, 5.072629, 5.073171, 5.073712, 5.074253, 5.074792, 5.075331, 5.075868, 5.076405, 5.076941, 5.077477, 5.078011, 5.078545, 5.079077, 5.079609, 5.080141, 
     2025            5.080671, 5.081200, 5.081729, 5.082257, 5.082784, 5.083311, 5.083836, 5.084361, 5.084885, 5.085408, 5.085931, 5.086452, 5.086973, 5.087493, 5.088012, 5.088531, 5.089049, 5.089566, 5.090082, 5.090597, 
     2026            5.091112, 5.091626, 5.092139, 5.092651, 5.093163, 5.093674, 5.094184, 5.094693, 5.095202, 5.095710, 5.096217, 5.096724, 5.097229, 5.097734, 5.098238, 5.098742, 5.099245, 5.099747, 5.100248, 5.100749, 
     2027            5.101248, 5.101748, 5.102246, 5.102744, 5.103241, 5.103737, 5.104233, 5.104727, 5.105222, 5.105715, 5.106208, 5.106700, 5.107191, 5.107682, 5.108172, 5.108661, 5.109150, 5.109638, 5.110125, 5.110611, 
     2028            5.111097, 5.111582, 5.112067, 5.112551, 5.113034, 5.113516, 5.113998, 5.114479, 5.114960, 5.115440, 5.115919, 5.116397, 5.116875, 5.117352, 5.117829, 5.118304, 5.118780, 5.119254, 5.119728, 5.120201, 
     2029            5.120674, 5.121146, 5.121617, 5.122088, 5.122558, 5.123027, 5.123496, 5.123964, 5.124432, 5.124898, 5.125365, 5.125830, 5.126295, 5.126760, 5.127223, 5.127686, 5.128149, 5.128611, 5.129072, 5.129533, 
     2030            5.129993, 5.130452, 5.130911, 5.131369, 5.131827, 5.132284, 5.132740, 5.133196, 5.133651, 5.134105, 5.134559, 5.135013, 5.135466, 5.135918, 5.136369, 5.136820, 5.137271, 5.137721, 5.138170, 5.138619, 
     2031            5.139067, 5.139514, 5.139961, 5.140407, 5.140853, 5.141298, 5.141743, 5.142187, 5.142630, 5.143073, 5.143516, 5.143957, 5.144399, 5.144839, 5.145279, 5.145719, 5.146158, 5.146596, 5.147034, 5.147471, 
     2032            5.147908, 5.148344, 5.148780, 5.149215, 5.149649, 5.150083, 5.150517, 5.150950, 5.151382, 5.151814, 5.152245, 5.152676, 5.153106, 5.153536, 5.153965, 5.154393, 5.154821, 5.155249, 5.155676, 5.156102, 
     2033            5.156528, 5.156954, 5.157379, 5.157803, 5.158227, 5.158650, 5.159073, 5.159495, 5.159917, 5.160338, 5.160759, 5.161179, 5.161599, 5.162018, 5.162437, 5.162855, 5.163272, 5.163690, 5.164106, 5.164522, 
     2034            5.164938, 5.165353, 5.165768, 5.166182, 5.166595, 5.167009, 5.167421, 5.167833, 5.168245, 5.168656, 5.169067, 5.169477, 5.169887, 5.170296, 5.170705, 5.171113, 5.171520, 5.171928, 5.172334, 5.172741, 
     2035            5.173147, 5.173552, 5.173957, 5.174361, 5.174765, 5.175168, 5.175571, 5.175974, 5.176376, 5.176777, 5.177178, 5.177579, 5.177979, 5.178379, 5.178778, 5.179177, 5.179575, 5.179973, 5.180370, 5.180767, 
     2036            5.181164, 5.181559, 5.181955, 5.182350, 5.182745, 5.183139, 5.183532, 5.183926, 5.184319, 5.184711, 5.185103, 5.185494, 5.185885, 5.186276, 5.186666, 5.187056, 5.187445, 5.187834, 5.188222, 5.188610, 
     2037            5.188997, 5.189384, 5.189771, 5.190157, 5.190543, 5.190928, 5.191313, 5.191697, 5.192081, 5.192465, 5.192848, 5.193231, 5.193613, 5.193995, 5.194376, 5.194757, 5.195138, 5.195518, 5.195897, 5.196277, 
     2038            5.196656, 5.197034, 5.197412, 5.197790, 5.198167, 5.198544, 5.198920, 5.199296, 5.199672, 5.200047, 5.200422, 5.200796, 5.201170, 5.201543, 5.201916, 5.202289, 5.202661, 5.203033, 5.203405, 5.203776, 
     2039            5.204146, 5.204517, 5.204886, 5.205256, 5.205625, 5.205994, 5.206362, 5.206730, 5.207097, 5.207464, 5.207831, 5.208197, 5.208563, 5.208929, 5.209294, 5.209659, 5.210023, 5.210387, 5.210750, 5.211114 
     2040        ], 
     2041        ("nemenyi", "0.1"): [ 
     2042            0, 0, 1.644854, 2.052293, 2.291341, 2.459516, 2.588521, 2.692732, 2.779884, 2.854606, 2.919889, 2.977768, 3.029694, 3.076733, 3.119693, 3.159199, 3.195743, 3.229723, 3.261461, 3.291224, 3.319233, 
     2043            3.345676, 3.370712, 3.394477, 3.417089, 3.438651, 3.459253, 3.478971, 3.497878, 3.516033, 3.533492, 3.550305, 3.566516, 3.582165, 3.597288, 3.611917, 3.626084, 3.639814, 3.653134, 3.666066, 3.678631, 
     2044            3.690848, 3.702736, 3.714312, 3.725590, 3.736584, 3.747310, 3.757778, 3.768000, 3.777987, 3.787750, 3.797297, 3.806638, 3.815781, 3.824735, 3.833505, 3.842101, 3.850527, 3.858791, 3.866898, 3.874853, 
     2045            3.882664, 3.890333, 3.897866, 3.905269, 3.912544, 3.919696, 3.926729, 3.933647, 3.940453, 3.947151, 3.953745, 3.960236, 3.966628, 3.972925, 3.979128, 3.985240, 3.991265, 3.997204, 4.003059, 4.008833, 
     2046            4.014528, 4.020146, 4.025690, 4.031160, 4.036558, 4.041888, 4.047149, 4.052345, 4.057475, 4.062543, 4.067549, 4.072496, 4.077383, 4.082213, 4.086987, 4.091705, 4.096371, 4.100983, 4.105545, 4.110056, 
     2047            4.114517, 4.118931, 4.123297, 4.127617, 4.131892, 4.136122, 4.140309, 4.144453, 4.148555, 4.152616, 4.156637, 4.160618, 4.164561, 4.168465, 4.172333, 4.176163, 4.179958, 4.183717, 4.187442, 4.191132, 
     2048            4.194789, 4.198414, 4.202005, 4.205565, 4.209094, 4.212592, 4.216060, 4.219498, 4.222906, 4.226286, 4.229638, 4.232962, 4.236259, 4.239528, 4.242771, 4.245988, 4.249179, 4.252345, 4.255486, 4.258602, 
     2049            4.261694, 4.264762, 4.267807, 4.270829, 4.273828, 4.276804, 4.279758, 4.282691, 4.285601, 4.288491, 4.291360, 4.294208, 4.297036, 4.299843, 4.302631, 4.305399, 4.308148, 4.310878, 4.313590, 4.316282, 
     2050            4.318957, 4.321613, 4.324252, 4.326873, 4.329477, 4.332064, 4.334633, 4.337186, 4.339723, 4.342243, 4.344747, 4.347236, 4.349708, 4.352165, 4.354607, 4.357034, 4.359446, 4.361843, 4.364225, 4.366593, 
     2051            4.368946, 4.371286, 4.373612, 4.375924, 4.378222, 4.380507, 4.382778, 4.385036, 4.387282, 4.389514, 4.391734, 4.393941, 4.396136, 4.398318, 4.400488, 4.402646, 4.404792, 4.406927, 4.409050, 4.411161, 
     2052            4.413260, 4.415349, 4.417426, 4.419492, 4.421548, 4.423592, 4.425625, 4.427648, 4.429661, 4.431663, 4.433655, 4.435636, 4.437608, 4.439569, 4.441520, 4.443462, 4.445394, 4.447316, 4.449229, 4.451132, 
     2053            4.453026, 4.454911, 4.456786, 4.458653, 4.460510, 4.462359, 4.464198, 4.466029, 4.467851, 4.469665, 4.471470, 4.473267, 4.475055, 4.476835, 4.478607, 4.480370, 4.482126, 4.483873, 4.485613, 4.487344, 
     2054            4.489068, 4.490784, 4.492493, 4.494194, 4.495887, 4.497573, 4.499252, 4.500923, 4.502587, 4.504243, 4.505893, 4.507535, 4.509171, 4.510799, 4.512421, 4.514035, 4.515643, 4.517244, 4.518838, 4.520426, 
     2055            4.522007, 4.523582, 4.525150, 4.526712, 4.528267, 4.529816, 4.531358, 4.532895, 4.534425, 4.535949, 4.537467, 4.538979, 4.540485, 4.541985, 4.543479, 4.544967, 4.546450, 4.547926, 4.549397, 4.550862, 
     2056            4.552322, 4.553776, 4.555224, 4.556667, 4.558105, 4.559537, 4.560963, 4.562384, 4.563800, 4.565211, 4.566616, 4.568016, 4.569411, 4.570801, 4.572186, 4.573566, 4.574940, 4.576310, 4.577675, 4.579034, 
     2057            4.580389, 4.581739, 4.583085, 4.584425, 4.585761, 4.587092, 4.588418, 4.589740, 4.591057, 4.592369, 4.593677, 4.594980, 4.596279, 4.597574, 4.598863, 4.600149, 4.601430, 4.602707, 4.603979, 4.605247, 
     2058            4.606511, 4.607771, 4.609026, 4.610278, 4.611525, 4.612768, 4.614006, 4.615241, 4.616472, 4.617698, 4.618921, 4.620140, 4.621355, 4.622565, 4.623772, 4.624975, 4.626174, 4.627370, 4.628561, 4.629749, 
     2059            4.630933, 4.632113, 4.633290, 4.634463, 4.635632, 4.636797, 4.637959, 4.639117, 4.640272, 4.641423, 4.642571, 4.643715, 4.644855, 4.645992, 4.647126, 4.648256, 4.649383, 4.650507, 4.651627, 4.652743, 
     2060            4.653857, 4.654967, 4.656073, 4.657177, 4.658277, 4.659374, 4.660468, 4.661558, 4.662645, 4.663729, 4.664810, 4.665888, 4.666963, 4.668035, 4.669103, 4.670169, 4.671231, 4.672291, 4.673347, 4.674400, 
     2061            4.675451, 4.676498, 4.677543, 4.678584, 4.679623, 4.680659, 4.681692, 4.682722, 4.683749, 4.684773, 4.685795, 4.686813, 4.687829, 4.688842, 4.689853, 4.690860, 4.691865, 4.692867, 4.693867, 4.694863, 
     2062            4.695857, 4.696849, 4.697837, 4.698824, 4.699807, 4.700788, 4.701766, 4.702742, 4.703715, 4.704686, 4.705654, 4.706619, 4.707582, 4.708542, 4.709500, 4.710456, 4.711409, 4.712359, 4.713308, 4.714253, 
     2063            4.715197, 4.716137, 4.717076, 4.718012, 4.718946, 4.719877, 4.720806, 4.721733, 4.722657, 4.723579, 4.724499, 4.725416, 4.726331, 4.727244, 4.728155, 4.729063, 4.729969, 4.730873, 4.731775, 4.732674, 
     2064            4.733572, 4.734467, 4.735360, 4.736251, 4.737139, 4.738026, 4.738910, 4.739792, 4.740672, 4.741550, 4.742426, 4.743300, 4.744172, 4.745041, 4.745909, 4.746775, 4.747638, 4.748500, 4.749359, 4.750217, 
     2065            4.751072, 4.751925, 4.752777, 4.753626, 4.754474, 4.755320, 4.756163, 4.757005, 4.757845, 4.758683, 4.759519, 4.760353, 4.761185, 4.762015, 4.762843, 4.763670, 4.764495, 4.765317, 4.766138, 4.766957, 
     2066            4.767775, 4.768590, 4.769404, 4.770215, 4.771026, 4.771834, 4.772640, 4.773445, 4.774248, 4.775049, 4.775848, 4.776646, 4.777442, 4.778236, 4.779028, 4.779819, 4.780608, 4.781395, 4.782181, 4.782965, 
     2067            4.783747, 4.784528, 4.785307, 4.786084, 4.786860, 4.787633, 4.788406, 4.789176, 4.789945, 4.790713, 4.791479, 4.792243, 4.793006, 4.793767, 4.794526, 4.795284, 4.796040, 4.796795, 4.797548, 4.798299, 
     2068            4.799049, 4.799798, 4.800545, 4.801290, 4.802034, 4.802776, 4.803517, 4.804257, 4.804995, 4.805731, 4.806466, 4.807199, 4.807931, 4.808661, 4.809390, 4.810118, 4.810844, 4.811569, 4.812292, 4.813013, 
     2069            4.813734, 4.814452, 4.815170, 4.815886, 4.816601, 4.817314, 4.818026, 4.818736, 4.819445, 4.820153, 4.820859, 4.821564, 4.822267, 4.822969, 4.823670, 4.824370, 4.825068, 4.825765, 4.826460, 4.827154, 
     2070            4.827847, 4.828538, 4.829228, 4.829917, 4.830605, 4.831291, 4.831976, 4.832659, 4.833342, 4.834023, 4.834702, 4.835381, 4.836058, 4.836734, 4.837408, 4.838082, 4.838754, 4.839425, 4.840095, 4.840763, 
     2071            4.841430, 4.842096, 4.842761, 4.843424, 4.844087, 4.844748, 4.845408, 4.846066, 4.846724, 4.847380, 4.848035, 4.848689, 4.849342, 4.849993, 4.850643, 4.851293, 4.851941, 4.852588, 4.853233, 4.853878, 
     2072            4.854521, 4.855163, 4.855804, 4.856444, 4.857083, 4.857721, 4.858357, 4.858993, 4.859627, 4.860260, 4.860893, 4.861524, 4.862153, 4.862782, 4.863410, 4.864037, 4.864662, 4.865286, 4.865910, 4.866532, 
     2073            4.867153, 4.867773, 4.868392, 4.869010, 4.869627, 4.870243, 4.870858, 4.871472, 4.872084, 4.872696, 4.873307, 4.873916, 4.874525, 4.875132, 4.875739, 4.876344, 4.876949, 4.877552, 4.878155, 4.878756, 
     2074            4.879357, 4.879956, 4.880555, 4.881152, 4.881748, 4.882344, 4.882938, 4.883532, 4.884124, 4.884716, 4.885306, 4.885896, 4.886485, 4.887072, 4.887659, 4.888245, 4.888829, 4.889413, 4.889996, 4.890578, 
     2075            4.891159, 4.891739, 4.892318, 4.892896, 4.893474, 4.894050, 4.894625, 4.895200, 4.895773, 4.896346, 4.896918, 4.897488, 4.898058, 4.898627, 4.899195, 4.899762, 4.900329, 4.900894, 4.901459, 4.902022, 
     2076            4.902585, 4.903147, 4.903708, 4.904268, 4.904827, 4.905385, 4.905943, 4.906499, 4.907055, 4.907610, 4.908164, 4.908717, 4.909269, 4.909821, 4.910371, 4.910921, 4.911470, 4.912018, 4.912565, 4.913112, 
     2077            4.913657, 4.914202, 4.914746, 4.915289, 4.915831, 4.916372, 4.916913, 4.917453, 4.917992, 4.918530, 4.919067, 4.919604, 4.920139, 4.920674, 4.921208, 4.921742, 4.922274, 4.922806, 4.923337, 4.923867, 
     2078            4.924396, 4.924925, 4.925453, 4.925980, 4.926506, 4.927031, 4.927556, 4.928080, 4.928603, 4.929125, 4.929647, 4.930168, 4.930688, 4.931207, 4.931726, 4.932243, 4.932760, 4.933277, 4.933792, 4.934307, 
     2079            4.934821, 4.935335, 4.935847, 4.936359, 4.936870, 4.937380, 4.937890, 4.938399, 4.938907, 4.939415, 4.939921, 4.940427, 4.940933, 4.941437, 4.941941, 4.942444, 4.942947, 4.943448, 4.943949, 4.944450, 
     2080            4.944949, 4.945448, 4.945947, 4.946444, 4.946941, 4.947437, 4.947932, 4.948427, 4.948921, 4.949415, 4.949907, 4.950399, 4.950891, 4.951381, 4.951871, 4.952361, 4.952849, 4.953337, 4.953824, 4.954311, 
     2081            4.954797, 4.955282, 4.955767, 4.956251, 4.956734, 4.957217, 4.957699, 4.958180, 4.958661, 4.959141, 4.959620, 4.960099, 4.960577, 4.961054, 4.961531, 4.962007, 4.962483, 4.962958, 4.963432, 4.963905, 
     2082            4.964378, 4.964851, 4.965322, 4.965793, 4.966264, 4.966734, 4.967203, 4.967672, 4.968140, 4.968607, 4.969074, 4.969540, 4.970005, 4.970470, 4.970934, 4.971398, 4.971861, 4.972324, 4.972785, 4.973247, 
     2083            4.973707, 4.974167, 4.974627, 4.975086, 4.975544, 4.976002, 4.976459, 4.976915, 4.977371, 4.977827, 4.978281, 4.978735, 4.979189, 4.979642, 4.980094, 4.980546, 4.980997, 4.981448, 4.981898, 4.982348, 
     2084            4.982797, 4.983245, 4.983693, 4.984140, 4.984587, 4.985033, 4.985478, 4.985923, 4.986368, 4.986812, 4.987255, 4.987698, 4.988140, 4.988582, 4.989023, 4.989463, 4.989903, 4.990343, 4.990782, 4.991220, 
     2085            4.991658, 4.992095, 4.992532, 4.992968, 4.993404, 4.993839, 4.994273, 4.994707, 4.995141, 4.995574, 4.996006, 4.996438, 4.996870, 4.997300, 4.997731, 4.998161, 4.998590, 4.999019, 4.999447, 4.999875, 
     2086            5.000302, 5.000728, 5.001155, 5.001580, 5.002005, 5.002430, 5.002854, 5.003278, 5.003701, 5.004123, 5.004545, 5.004967, 5.005388, 5.005809, 5.006229, 5.006648, 5.007067, 5.007486, 5.007904, 5.008322, 
     2087            5.008739, 5.009155, 5.009571, 5.009987, 5.010402, 5.010817, 5.011231, 5.011644, 5.012058, 5.012470, 5.012882, 5.013294, 5.013705, 5.014116, 5.014526, 5.014936, 5.015345, 5.015754, 5.016163, 5.016570, 
     2088            5.016978, 5.017385, 5.017791, 5.018197, 5.018603, 5.019008, 5.019412, 5.019816, 5.020220, 5.020623, 5.021026, 5.021428, 5.021830, 5.022231, 5.022632, 5.023033, 5.023433, 5.023832, 5.024231, 5.024630, 
     2089            5.025028, 5.025426, 5.025823, 5.026220, 5.026616, 5.027012, 5.027408, 5.027803, 5.028197, 5.028591, 5.028985, 5.029378, 5.029771, 5.030163, 5.030555, 5.030947, 5.031338, 5.031729, 5.032119, 5.032509, 
     2090            5.032898, 5.033287, 5.033675, 5.034063, 5.034451, 5.034838, 5.035225, 5.035611, 5.035997, 5.036382, 5.036767, 5.037152, 5.037536, 5.037920, 5.038303, 5.038686, 5.039069, 5.039451, 5.039833, 5.040214, 
     2091            5.040595, 5.040975, 5.041355, 5.041735, 5.042114, 5.042493, 5.042871, 5.043249, 5.043627, 5.044004, 5.044381, 5.044757, 5.045133, 5.045508, 5.045883, 5.046258, 5.046632, 5.047006, 5.047380, 5.047753 
     2092        ], 
     2093        ("bonferroni-dunn", "0.001"): [ 
     2094            0, 0, 3.290527, 3.480756, 3.587915, 3.662260, 3.719016, 3.764824, 3.803168, 3.836107, 3.864952, 3.890592, 3.913656, 3.934606, 3.953790, 3.971476, 3.987879, 4.003168, 4.017481, 4.030934, 4.043623, 
     2095            4.055627, 4.067016, 4.077848, 4.088174, 4.098038, 4.107480, 4.116532, 4.125226, 4.133588, 4.141642, 4.149410, 4.156910, 4.164161, 4.171177, 4.177974, 4.184564, 4.190959, 4.197171, 4.203209, 4.209082, 
     2096            4.214800, 4.220369, 4.225798, 4.231093, 4.236261, 4.241307, 4.246236, 4.251055, 4.255767, 4.260378, 4.264891, 4.269310, 4.273640, 4.277883, 4.282043, 4.286123, 4.290126, 4.294056, 4.297913, 4.301702, 
     2097            4.305423, 4.309081, 4.312676, 4.316211, 4.319688, 4.323108, 4.326474, 4.329787, 4.333048, 4.336260, 4.339423, 4.342540, 4.345610, 4.348637, 4.351620, 4.354562, 4.357463, 4.360324, 4.363146, 4.365931, 
     2098            4.368680, 4.371392, 4.374070, 4.376714, 4.379325, 4.381903, 4.384450, 4.386966, 4.389453, 4.391909, 4.394337, 4.396737, 4.399110, 4.401456, 4.403776, 4.406070, 4.408338, 4.410583, 4.412803, 4.415000, 
     2099            4.417173, 4.419324, 4.421453, 4.423561, 4.425647, 4.427712, 4.429756, 4.431782, 4.433787, 4.435772, 4.437739, 4.439687, 4.441617, 4.443529, 4.445423, 4.447300, 4.449160, 4.451003, 4.452830, 4.454641, 
     2100            4.456437, 4.458216, 4.459980, 4.461730, 4.463464, 4.465184, 4.466890, 4.468581, 4.470259, 4.471923, 4.473574, 4.475211, 4.476836, 4.478447, 4.480046, 4.481633, 4.483207, 4.484770, 4.486320, 4.487859, 
     2101            4.489387, 4.490903, 4.492407, 4.493901, 4.495384, 4.496856, 4.498318, 4.500092, 4.501433, 4.502765, 4.504088, 4.505402, 4.506707, 4.508003, 4.509290, 4.511022, 4.512385, 4.513740, 4.515086, 4.516423, 
     2102            4.517751, 4.519070, 4.520381, 4.521684, 4.522978, 4.524264, 4.525542, 4.526812, 4.528074, 4.529328, 4.530574, 4.531813, 4.533045, 4.534268, 4.535485, 4.536694, 4.537896, 4.539091, 4.540279, 4.541460, 
     2103            4.542634, 4.543802, 4.544962, 4.546116, 4.547264, 4.548405, 4.549539, 4.550668, 4.551789, 4.552905, 4.554015, 4.555118, 4.556216, 4.557307, 4.558393, 4.559473, 4.560547, 4.561616, 4.562678, 4.563736, 
     2104            4.564787, 4.565834, 4.566874, 4.567910, 4.568940, 4.569965, 4.570984, 4.571999, 4.573008, 4.574013, 4.575012, 4.576007, 4.576996, 4.577981, 4.578961, 4.579937, 4.580907, 4.581873, 4.582834, 4.583791, 
     2105            4.584743, 4.585690, 4.586633, 4.587572, 4.588506, 4.589436, 4.590362, 4.591283, 4.592201, 4.593114, 4.594022, 4.594927, 4.595828, 4.596724, 4.597617, 4.598506, 4.599391, 4.600271, 4.601148, 4.602021, 
     2106            4.602891, 4.603756, 4.604618, 4.605476, 4.606331, 4.607182, 4.608029, 4.608873, 4.609713, 4.610549, 4.611382, 4.612212, 4.613038, 4.613861, 4.614680, 4.615496, 4.616309, 4.617119, 4.617925, 4.618728, 
     2107            4.619527, 4.620324, 4.621117, 4.621907, 4.622694, 4.623478, 4.624259, 4.625037, 4.625812, 4.626583, 4.627352, 4.628118, 4.628881, 4.629641, 4.630398, 4.631152, 4.631904, 4.632652, 4.633398, 4.634141, 
     2108            4.634881, 4.635618, 4.636353, 4.637085, 4.637814, 4.638541, 4.639265, 4.639986, 4.640705, 4.641421, 4.642135, 4.642846, 4.643554, 4.644260, 4.644964, 4.645665, 4.646363, 4.647059, 4.647753, 4.648444, 
     2109            4.649133, 4.649819, 4.650503, 4.651185, 4.651864, 4.652541, 4.653216, 4.653889, 4.654559, 4.655227, 4.655892, 4.656556, 4.657217, 4.657876, 4.658533, 4.659187, 4.659840, 4.660490, 4.661138, 4.661784, 
     2110            4.662428, 4.663070, 4.663710, 4.664348, 4.664983, 4.665617, 4.666249, 4.666878, 4.667506, 4.668131, 4.668755, 4.669377, 4.669997, 4.670614, 4.671230, 4.671844, 4.672456, 4.673066, 4.673675, 4.674281, 
     2111            4.674886, 4.675488, 4.676089, 4.676688, 4.677285, 4.677881, 4.678474, 4.679066, 4.679656, 4.680245, 4.680831, 4.681416, 4.681999, 4.682580, 4.683160, 4.683738, 4.684314, 4.684889, 4.685462, 4.686033, 
     2112            4.686602, 4.687170, 4.687737, 4.688301, 4.688864, 4.689426, 4.689986, 4.690544, 4.691101, 4.691656, 4.692209, 4.692761, 4.693312, 4.693861, 4.694408, 4.694954, 4.695498, 4.696041, 4.696583, 4.697122, 
     2113            4.697661, 4.698198, 4.698733, 4.699267, 4.699800, 4.700331, 4.700861, 4.701389, 4.701916, 4.702441, 4.702965, 4.703488, 4.704009, 4.704529, 4.705047, 4.705564, 4.706080, 4.706595, 4.707108, 4.707619, 
     2114            4.708130, 4.708639, 4.709146, 4.709653, 4.710158, 4.710662, 4.711164, 4.711666, 4.712166, 4.712664, 4.713162, 4.713658, 4.714153, 4.714646, 4.715139, 4.715630, 4.716120, 4.716609, 4.717096, 4.717583, 
     2115            4.718068, 4.718552, 4.719034, 4.719516, 4.719996, 4.720475, 4.720953, 4.721430, 4.721906, 4.722380, 4.722854, 4.723326, 4.723797, 4.724267, 4.724736, 4.725203, 4.725670, 4.726135, 4.726600, 4.727063, 
     2116            4.727525, 4.727986, 4.728446, 4.728905, 4.729363, 4.729820, 4.730276, 4.730730, 4.731184, 4.731636, 4.732088, 4.732538, 4.732988, 4.733436, 4.733883, 4.734330, 4.734775, 4.735219, 4.735663, 4.736105, 
     2117            4.736546, 4.736986, 4.737426, 4.737864, 4.738301, 4.738738, 4.739173, 4.739607, 4.740041, 4.740473, 4.740905, 4.741335, 4.741765, 4.742194, 4.742621, 4.743048, 4.743474, 4.743899, 4.744323, 4.744746, 
     2118            4.745168, 4.745589, 4.746010, 4.746429, 4.746847, 4.747265, 4.747682, 4.748098, 4.748513, 4.748927, 4.749340, 4.749752, 4.750164, 4.750574, 4.750984, 4.751393, 4.751801, 4.752208, 4.752614, 4.753020, 
     2119            4.753424, 4.753828, 4.754231, 4.754633, 4.755034, 4.755435, 4.755834, 4.756233, 4.756631, 4.757028, 4.757425, 4.757820, 4.758215, 4.758609, 4.759002, 4.759394, 4.759786, 4.760177, 4.760567, 4.760956, 
     2120            4.761344, 4.761732, 4.762119, 4.762505, 4.762890, 4.763275, 4.763659, 4.764042, 4.764424, 4.764805, 4.765186, 4.765566, 4.765946, 4.766324, 4.766702, 4.767079, 4.767455, 4.767831, 4.768206, 4.768580, 
     2121            4.768954, 4.769326, 4.769698, 4.770070, 4.770440, 4.770810, 4.771179, 4.771548, 4.771916, 4.772283, 4.772649, 4.773015, 4.773380, 4.773744, 4.774108, 4.774471, 4.774833, 4.775195, 4.775556, 4.775916, 
     2122            4.776276, 4.776635, 4.776993, 4.777351, 4.777708, 4.778064, 4.778419, 4.778774, 4.779129, 4.779482, 4.779836, 4.780188, 4.780540, 4.780891, 4.781241, 4.781591, 4.781940, 4.782289, 4.782637, 4.782984, 
     2123            4.783331, 4.783677, 4.784023, 4.784367, 4.784712, 4.785055, 4.785398, 4.785741, 4.786083, 4.786424, 4.786764, 4.787104, 4.787444, 4.787783, 4.788121, 4.788458, 4.788796, 4.789132, 4.789468, 4.789803, 
     2124            4.790138, 4.790472, 4.790806, 4.791139, 4.791471, 4.791803, 4.792134, 4.792465, 4.792795, 4.793124, 4.793453, 4.793782, 4.794110, 4.794437, 4.794764, 4.795090, 4.795416, 4.795741, 4.796065, 4.796390, 
     2125            4.796713, 4.797036, 4.797358, 4.797680, 4.798002, 4.798322, 4.798643, 4.798962, 4.799282, 4.799600, 4.799918, 4.800236, 4.800553, 4.800870, 4.801186, 4.801501, 4.801816, 4.802131, 4.802445, 4.802758, 
     2126            4.803071, 4.803384, 4.803696, 4.804007, 4.804318, 4.804629, 4.804939, 4.805248, 4.805557, 4.805866, 4.806174, 4.806481, 4.806788, 4.807095, 4.807401, 4.807706, 4.808011, 4.808316, 4.808620, 4.808924, 
     2127            4.809227, 4.809529, 4.809832, 4.810133, 4.810435, 4.810735, 4.811036, 4.811335, 4.811635, 4.811934, 4.812232, 4.812530, 4.812828, 4.813125, 4.813421, 4.813717, 4.814013, 4.814308, 4.814603, 4.814897, 
     2128            4.815191, 4.815485, 4.815778, 4.816070, 4.816362, 4.816654, 4.816945, 4.817236, 4.817526, 4.817816, 4.818106, 4.818395, 4.818683, 4.818971, 4.819259, 4.819546, 4.819833, 4.820120, 4.820406, 4.820691, 
     2129            4.820976, 4.821261, 4.821545, 4.821829, 4.822113, 4.822396, 4.822678, 4.822961, 4.823243, 4.823524, 4.823805, 4.824085, 4.824366, 4.824645, 4.824925, 4.825204, 4.825482, 4.825760, 4.826038, 4.826315, 
     2130            4.826592, 4.826869, 4.827145, 4.827421, 4.827696, 4.827971, 4.828246, 4.828520, 4.828793, 4.829067, 4.829340, 4.829612, 4.829885, 4.830156, 4.830428, 4.830699, 4.830970, 4.831240, 4.831510, 4.831779, 
     2131            4.832049, 4.832317, 4.832586, 4.832854, 4.833121, 4.833389, 4.833656, 4.833922, 4.834188, 4.834454, 4.834720, 4.834985, 4.835250, 4.835514, 4.835778, 4.836041, 4.836305, 4.836568, 4.836830, 4.837092, 
     2132            4.837354, 4.837615, 4.837877, 4.838137, 4.838398, 4.838658, 4.838917, 4.839177, 4.839436, 4.839694, 4.839953, 4.840210, 4.840468, 4.840725, 4.840982, 4.841239, 4.841495, 4.841751, 4.842006, 4.842261, 
     2133            4.842516, 4.842771, 4.843025, 4.843279, 4.843532, 4.843785, 4.844038, 4.844291, 4.844543, 4.844795, 4.845046, 4.845297, 4.845548, 4.845799, 4.846049, 4.846299, 4.846548, 4.846797, 4.847046, 4.847295, 
     2134            4.847543, 4.847791, 4.848038, 4.848286, 4.848533, 4.848779, 4.849025, 4.849271, 4.849517, 4.849762, 4.850008, 4.850252, 4.850497, 4.850741, 4.850985, 4.851228, 4.851471, 4.851714, 4.851957, 4.852199, 
     2135            4.852441, 4.852682, 4.852924, 4.853165, 4.853405, 4.853646, 4.853886, 4.854126, 4.854365, 4.854604, 4.854843, 4.855082, 4.855320, 4.855558, 4.855796, 4.856033, 4.856271, 4.856507, 4.856744, 4.856980, 
     2136            4.857216, 4.857452, 4.857687, 4.857922, 4.858157, 4.858392, 4.858626, 4.858860, 4.859093, 4.859327, 4.859560, 4.859793, 4.860025, 4.860257, 4.860489, 4.860721, 4.860952, 4.861183, 4.861414, 4.861645, 
     2137            4.861875, 4.862105, 4.862335, 4.862564, 4.862793, 4.863022, 4.863251, 4.863479, 4.863707, 4.863935, 4.864162, 4.864390, 4.864617, 4.864843, 4.865070, 4.865296, 4.865522, 4.865747, 4.865973, 4.866198, 
     2138            4.866423, 4.866647, 4.866872, 4.867096, 4.867319, 4.867543, 4.867766, 4.867989, 4.868212, 4.868434, 4.868656, 4.868878, 4.869100, 4.869322, 4.869543, 4.869764, 4.869984, 4.870205, 4.870425, 4.870645, 
     2139            4.870864, 4.871084, 4.871303, 4.871522, 4.871740, 4.871959, 4.872177, 4.872395, 4.872612, 4.872830, 4.873047, 4.873264, 4.873480, 4.873697, 4.873913, 4.874129, 4.874345, 4.874560, 4.874775, 4.874990, 
     2140            4.875205, 4.875419, 4.875633, 4.875847, 4.876061, 4.876275, 4.876488, 4.876701, 4.876914, 4.877126, 4.877338, 4.877550, 4.877762, 4.877974, 4.878185, 4.878396, 4.878607, 4.878818, 4.879028, 4.879238, 
     2141            4.879448, 4.879658, 4.879868, 4.880077, 4.880286, 4.880495, 4.880703, 4.880912, 4.881120, 4.881327, 4.881535, 4.881743, 4.881950, 4.882157, 4.882363, 4.882570, 4.882776, 4.882982, 4.883188, 4.883394, 
     2142            4.883599, 4.883804, 4.884009, 4.884214, 4.884419, 4.884623, 4.884827, 4.885031, 4.885235, 4.885438, 4.885641, 4.885844, 4.886047, 4.886250, 4.886452, 4.886654, 4.886856, 4.887058, 4.887259, 4.887460, 
     2143            4.887661, 4.887862, 4.888063, 4.888263, 4.888464, 4.888664, 4.888863, 4.889063, 4.889262, 4.889461, 4.889660, 4.889859, 4.890058, 4.890256, 4.890454, 4.890652, 4.890850, 4.891047, 4.891245, 4.891442 
     2144        ], 
     2145        ("bonferroni-dunn", "0.01"): [ 
     2146            0, 0, 2.575829, 2.807034, 2.935199, 3.023341, 3.090232, 3.143980, 3.188815, 3.227218, 3.260767, 3.290527, 3.317247, 3.341479, 3.363635, 3.384036, 3.402933, 3.420527, 3.436982, 3.452433, 3.466993, 
     2147            3.480756, 3.493804, 3.506205, 3.518018, 3.529296, 3.540084, 3.550421, 3.560343, 3.569881, 3.579064, 3.587915, 3.596457, 3.604711, 3.612696, 3.620427, 3.627919, 3.635188, 3.642245, 3.649103, 3.655771, 
     2148            3.662260, 3.668579, 3.674736, 3.680740, 3.686597, 3.692315, 3.697899, 3.703356, 3.708691, 3.713910, 3.719016, 3.724016, 3.728913, 3.733711, 3.738413, 3.743025, 3.747548, 3.751987, 3.756344, 3.760622, 
     2149            3.764824, 3.768952, 3.773009, 3.776998, 3.780920, 3.784777, 3.788573, 3.792308, 3.795984, 3.799604, 3.803168, 3.806680, 3.810139, 3.813547, 3.816907, 3.820219, 3.823484, 3.826705, 3.829881, 3.833015, 
     2150            3.836107, 3.839158, 3.842170, 3.845143, 3.848079, 3.850978, 3.853841, 3.856669, 3.859463, 3.862224, 3.864952, 3.867648, 3.870313, 3.872948, 3.875553, 3.878128, 3.880676, 3.883195, 3.885687, 3.888153, 
     2151            3.890592, 3.893006, 3.895394, 3.897758, 3.900098, 3.902414, 3.904707, 3.906977, 3.909225, 3.911451, 3.913656, 3.915840, 3.918003, 3.920145, 3.922268, 3.924371, 3.926455, 3.928520, 3.930567, 3.932595, 
     2152            3.934606, 3.936599, 3.938574, 3.940533, 3.942475, 3.944400, 3.946309, 3.948203, 3.950080, 3.951942, 3.953790, 3.955622, 3.957439, 3.959242, 3.961031, 3.962806, 3.964567, 3.966314, 3.968048, 3.969769, 
     2153            3.971476, 3.973171, 3.974854, 3.976524, 3.978181, 3.979827, 3.981460, 3.983082, 3.984692, 3.986291, 3.987879, 3.989455, 3.991021, 3.992576, 3.994120, 3.995653, 3.997176, 3.998689, 4.000192, 4.001685, 
     2154            4.003168, 4.004641, 4.006104, 4.007558, 4.009003, 4.010439, 4.011865, 4.013282, 4.014691, 4.016090, 4.017481, 4.018864, 4.020237, 4.021603, 4.022960, 4.024309, 4.025650, 4.026983, 4.028308, 4.029625, 
     2155            4.030934, 4.032236, 4.033530, 4.034817, 4.036097, 4.037369, 4.038634, 4.039891, 4.041142, 4.042386, 4.043623, 4.044853, 4.046076, 4.047293, 4.048502, 4.049706, 4.050903, 4.052093, 4.053277, 4.054455, 
     2156            4.055627, 4.056793, 4.057952, 4.059105, 4.060253, 4.061394, 4.062530, 4.063660, 4.064784, 4.065903, 4.067016, 4.068123, 4.069225, 4.070321, 4.071412, 4.072498, 4.073578, 4.074653, 4.075723, 4.076788, 
     2157            4.077848, 4.078902, 4.079952, 4.080996, 4.082036, 4.083071, 4.084101, 4.085126, 4.086147, 4.087163, 4.088174, 4.089180, 4.090182, 4.091180, 4.092173, 4.093161, 4.094145, 4.095125, 4.096100, 4.097071, 
     2158            4.098038, 4.099001, 4.099959, 4.100913, 4.101863, 4.102810, 4.103752, 4.104689, 4.105623, 4.106554, 4.107480, 4.108402, 4.109320, 4.110235, 4.111146, 4.112053, 4.112956, 4.113855, 4.114751, 4.115644, 
     2159            4.116532, 4.117417, 4.118299, 4.119177, 4.120051, 4.120922, 4.121790, 4.122654, 4.123515, 4.124372, 4.125226, 4.126077, 4.126924, 4.127769, 4.128610, 4.129447, 4.130282, 4.131113, 4.131941, 4.132766, 
     2160            4.133588, 4.134407, 4.135223, 4.136036, 4.136846, 4.137653, 4.138456, 4.139257, 4.140055, 4.140850, 4.141642, 4.142432, 4.143218, 4.144002, 4.144783, 4.145561, 4.146336, 4.147109, 4.147878, 4.148646, 
     2161            4.149410, 4.150172, 4.150931, 4.151687, 4.152441, 4.153192, 4.153941, 4.154687, 4.155431, 4.156172, 4.156910, 4.157646, 4.158380, 4.159111, 4.159839, 4.160566, 4.161289, 4.162011, 4.162730, 4.163446, 
     2162            4.164161, 4.164873, 4.165582, 4.166289, 4.166994, 4.167697, 4.168398, 4.169096, 4.169792, 4.170486, 4.171177, 4.171867, 4.172554, 4.173239, 4.173922, 4.174602, 4.175281, 4.175957, 4.176632, 4.177304, 
     2163            4.177974, 4.178642, 4.179308, 4.179972, 4.180634, 4.181294, 4.181952, 4.182608, 4.183262, 4.183914, 4.184564, 4.185212, 4.185858, 4.186502, 4.187145, 4.187785, 4.188424, 4.189060, 4.189695, 4.190328, 
     2164            4.190959, 4.191588, 4.192216, 4.192842, 4.193465, 4.194087, 4.194708, 4.195326, 4.195943, 4.196558, 4.197171, 4.197782, 4.198392, 4.199000, 4.199606, 4.200211, 4.200814, 4.201415, 4.202015, 4.202612, 
     2165            4.203209, 4.203803, 4.204396, 4.204988, 4.205577, 4.206165, 4.206752, 4.207337, 4.207920, 4.208502, 4.209082, 4.209661, 4.210238, 4.210813, 4.211387, 4.211960, 4.212531, 4.213100, 4.213668, 4.214235, 
     2166            4.214800, 4.215363, 4.215925, 4.216486, 4.217045, 4.217603, 4.218159, 4.218714, 4.219267, 4.219819, 4.220369, 4.220919, 4.221466, 4.222013, 4.222557, 4.223101, 4.223643, 4.224184, 4.224723, 4.225262, 
     2167            4.225798, 4.226334, 4.226868, 4.227401, 4.227932, 4.228462, 4.228991, 4.229519, 4.230045, 4.230570, 4.231093, 4.231616, 4.232137, 4.232657, 4.233175, 4.233693, 4.234209, 4.234724, 4.235237, 4.235750, 
     2168            4.236261, 4.236771, 4.237280, 4.237787, 4.238294, 4.238799, 4.239303, 4.239805, 4.240307, 4.240808, 4.241307, 4.241805, 4.242302, 4.242798, 4.243292, 4.243786, 4.244278, 4.244769, 4.245260, 4.245749, 
     2169            4.246236, 4.246723, 4.247209, 4.247693, 4.248177, 4.248659, 4.249141, 4.249621, 4.250100, 4.250578, 4.251055, 4.251531, 4.252006, 4.252480, 4.252952, 4.253424, 4.253895, 4.254365, 4.254833, 4.255301, 
     2170            4.255767, 4.256233, 4.256697, 4.257161, 4.257624, 4.258085, 4.258546, 4.259005, 4.259464, 4.259921, 4.260378, 4.260833, 4.261288, 4.261742, 4.262195, 4.262646, 4.263097, 4.263547, 4.263996, 4.264444, 
     2171            4.264891, 4.265337, 4.265782, 4.266226, 4.266670, 4.267112, 4.267553, 4.267994, 4.268434, 4.268872, 4.269310, 4.269747, 4.270183, 4.270618, 4.271053, 4.271486, 4.271918, 4.272350, 4.272781, 4.273211, 
     2172            4.273640, 4.274068, 4.274495, 4.274922, 4.275347, 4.275772, 4.276196, 4.276619, 4.277041, 4.277462, 4.277883, 4.278303, 4.278721, 4.279140, 4.279557, 4.279973, 4.280389, 4.280804, 4.281217, 4.281631, 
     2173            4.282043, 4.282455, 4.282865, 4.283275, 4.283685, 4.284093, 4.284501, 4.284907, 4.285313, 4.285719, 4.286123, 4.286527, 4.286930, 4.287332, 4.287734, 4.288134, 4.288534, 4.288933, 4.289332, 4.289730, 
     2174            4.290126, 4.290523, 4.290918, 4.291313, 4.291707, 4.292100, 4.292493, 4.292884, 4.293276, 4.293666, 4.294056, 4.294444, 4.294833, 4.295220, 4.295607, 4.295993, 4.296378, 4.296763, 4.297147, 4.297530, 
     2175            4.297913, 4.298295, 4.298676, 4.299057, 4.299437, 4.299816, 4.300194, 4.300572, 4.300949, 4.301326, 4.301702, 4.302077, 4.302451, 4.302825, 4.303198, 4.303571, 4.303943, 4.304314, 4.304684, 4.305054, 
     2176            4.305423, 4.305792, 4.306160, 4.306527, 4.306894, 4.307260, 4.307625, 4.307990, 4.308354, 4.308718, 4.309081, 4.309443, 4.309805, 4.310166, 4.310526, 4.310886, 4.311245, 4.311604, 4.311962, 4.312319, 
     2177            4.312676, 4.313032, 4.313388, 4.313743, 4.314097, 4.314451, 4.314804, 4.315157, 4.315509, 4.315860, 4.316211, 4.316561, 4.316911, 4.317260, 4.317609, 4.317957, 4.318304, 4.318651, 4.318997, 4.319343, 
     2178            4.319688, 4.320032, 4.320376, 4.320720, 4.321063, 4.321405, 4.321747, 4.322088, 4.322429, 4.322769, 4.323108, 4.323447, 4.323786, 4.324124, 4.324461, 4.324798, 4.325134, 4.325470, 4.325805, 4.326140, 
     2179            4.326474, 4.326808, 4.327141, 4.327473, 4.327805, 4.328137, 4.328468, 4.328798, 4.329128, 4.329458, 4.329787, 4.330115, 4.330443, 4.330771, 4.331098, 4.331424, 4.331750, 4.332075, 4.332400, 4.332724, 
     2180            4.333048, 4.333372, 4.333695, 4.334017, 4.334339, 4.334660, 4.334981, 4.335302, 4.335622, 4.335941, 4.336260, 4.336578, 4.336896, 4.337214, 4.337531, 4.337848, 4.338164, 4.338479, 4.338794, 4.339109, 
     2181            4.339423, 4.339737, 4.340050, 4.340363, 4.340675, 4.340987, 4.341299, 4.341610, 4.341920, 4.342230, 4.342540, 4.342849, 4.343157, 4.343466, 4.343773, 4.344081, 4.344387, 4.344694, 4.345000, 4.345305, 
     2182            4.345610, 4.345915, 4.346219, 4.346523, 4.346826, 4.347129, 4.347432, 4.347734, 4.348035, 4.348336, 4.348637, 4.348937, 4.349237, 4.349536, 4.349835, 4.350134, 4.350432, 4.350730, 4.351027, 4.351324, 
     2183            4.351620, 4.351916, 4.352212, 4.352507, 4.352802, 4.353096, 4.353390, 4.353684, 4.353977, 4.354270, 4.354562, 4.354854, 4.355145, 4.355436, 4.355727, 4.356017, 4.356307, 4.356597, 4.356886, 4.357174, 
     2184            4.357463, 4.357751, 4.358038, 4.358325, 4.358612, 4.358898, 4.359184, 4.359470, 4.359755, 4.360039, 4.360324, 4.360608, 4.360891, 4.361175, 4.361457, 4.361740, 4.362022, 4.362304, 4.362585, 4.362866, 
     2185            4.363146, 4.363427, 4.363706, 4.363986, 4.364265, 4.364543, 4.364822, 4.365100, 4.365377, 4.365654, 4.365931, 4.366208, 4.366484, 4.366760, 4.367035, 4.367310, 4.367585, 4.367859, 4.368133, 4.368406, 
     2186            4.368680, 4.368952, 4.369225, 4.369497, 4.369769, 4.370040, 4.370311, 4.370582, 4.370853, 4.371123, 4.371392, 4.371662, 4.371931, 4.372199, 4.372467, 4.372735, 4.373003, 4.373270, 4.373537, 4.373804, 
     2187            4.374070, 4.374336, 4.374602, 4.374867, 4.375132, 4.375396, 4.375660, 4.375924, 4.376188, 4.376451, 4.376714, 4.376977, 4.377239, 4.377501, 4.377762, 4.378023, 4.378284, 4.378545, 4.378805, 4.379065, 
     2188            4.379325, 4.379584, 4.379843, 4.380102, 4.380360, 4.380618, 4.380876, 4.381133, 4.381390, 4.381647, 4.381903, 4.382159, 4.382415, 4.382671, 4.382926, 4.383181, 4.383435, 4.383689, 4.383943, 4.384197, 
     2189            4.384450, 4.384703, 4.384956, 4.385208, 4.385460, 4.385712, 4.385964, 4.386215, 4.386466, 4.386716, 4.386966, 4.387216, 4.387466, 4.387715, 4.387964, 4.388213, 4.388462, 4.388710, 4.388958, 4.389205, 
     2190            4.389453, 4.389700, 4.389946, 4.390193, 4.390439, 4.390685, 4.390930, 4.391175, 4.391420, 4.391665, 4.391909, 4.392153, 4.392397, 4.392641, 4.392884, 4.393127, 4.393370, 4.393612, 4.393854, 4.394096, 
     2191            4.394337, 4.394579, 4.394820, 4.395060, 4.395301, 4.395541, 4.395781, 4.396020, 4.396260, 4.396499, 4.396737, 4.396976, 4.397214, 4.397452, 4.397690, 4.397927, 4.398164, 4.398401, 4.398638, 4.398874, 
     2192            4.399110, 4.399346, 4.399581, 4.399817, 4.400052, 4.400286, 4.400521, 4.400755, 4.400989, 4.401223, 4.401456, 4.401689, 4.401922, 4.402155, 4.402387, 4.402619, 4.402851, 4.403082, 4.403314, 4.403545, 
     2193            4.403776, 4.404006, 4.404236, 4.404466, 4.404696, 4.404926, 4.405155, 4.405384, 4.405613, 4.405841, 4.406070, 4.406298, 4.406525, 4.406753, 4.406980, 4.407207, 4.407434, 4.407660, 4.407887, 4.408113, 
     2194            4.408338, 4.408564, 4.408789, 4.409014, 4.409239, 4.409464, 4.409688, 4.409912, 4.410136, 4.410359, 4.410583, 4.410806, 4.411029, 4.411251, 4.411474, 4.411696, 4.411918, 4.412139, 4.412361, 4.412582, 
     2195            4.412803, 4.413024, 4.413244, 4.413465, 4.413685, 4.413904, 4.414124, 4.414343, 4.414562, 4.414781, 4.415000, 4.415218, 4.415436, 4.415654, 4.415872, 4.416089, 4.416307, 4.416524, 4.416741, 4.416957 
     2196        ], 
     2197        ("bonferroni-dunn", "0.02"): [ 
     2198            0, 0, 2.326348, 2.575829, 2.713052, 2.807034, 2.878162, 2.935199, 2.982704, 3.023341, 3.058804, 3.090232, 3.118429, 3.143980, 3.167329, 3.188815, 3.208707, 3.227218, 3.244524, 3.260767, 3.276068, 
     2199            3.290527, 3.304229, 3.317247, 3.329646, 3.341479, 3.352795, 3.363635, 3.374038, 3.384036, 3.393659, 3.402933, 3.411881, 3.420527, 3.428887, 3.436982, 3.444825, 3.452433, 3.459818, 3.466993, 3.473969, 
     2200            3.480756, 3.487365, 3.493804, 3.500081, 3.506205, 3.512181, 3.518018, 3.523721, 3.529296, 3.534749, 3.540084, 3.545306, 3.550421, 3.555432, 3.560343, 3.565158, 3.569881, 3.574515, 3.579064, 3.583529, 
     2201            3.587915, 3.592223, 3.596457, 3.600619, 3.604711, 3.608736, 3.612696, 3.616592, 3.620427, 3.624202, 3.627919, 3.631581, 3.635188, 3.638742, 3.642245, 3.645698, 3.649103, 3.652460, 3.655771, 3.659037, 
     2202            3.662260, 3.665440, 3.668579, 3.671677, 3.674736, 3.677757, 3.680740, 3.683686, 3.686597, 3.689473, 3.692315, 3.695123, 3.697899, 3.700643, 3.703356, 3.706038, 3.708691, 3.711315, 3.713910, 3.716477, 
     2203            3.719016, 3.721529, 3.724016, 3.726477, 3.728913, 3.731324, 3.733711, 3.736074, 3.738413, 3.740730, 3.743025, 3.745297, 3.747548, 3.749778, 3.751987, 3.754175, 3.756344, 3.758492, 3.760622, 3.762732, 
     2204            3.764824, 3.766897, 3.768952, 3.770989, 3.773009, 3.775012, 3.776998, 3.778967, 3.780920, 3.782857, 3.784777, 3.786683, 3.788573, 3.790448, 3.792308, 3.794153, 3.795984, 3.797801, 3.799604, 3.801393, 
     2205            3.803168, 3.804931, 3.806680, 3.808415, 3.810139, 3.811849, 3.813547, 3.815233, 3.816907, 3.818569, 3.820219, 3.821857, 3.823484, 3.825100, 3.826705, 3.828298, 3.829881, 3.831453, 3.833015, 3.834566, 
     2206            3.836107, 3.837638, 3.839158, 3.840669, 3.842170, 3.843662, 3.845143, 3.846616, 3.848079, 3.849533, 3.850978, 3.852414, 3.853841, 3.855259, 3.856669, 3.858070, 3.859463, 3.860848, 3.862224, 3.863592, 
     2207            3.864952, 3.866304, 3.867648, 3.868984, 3.870313, 3.871634, 3.872948, 3.874254, 3.875553, 3.876844, 3.878128, 3.879406, 3.880676, 3.881939, 3.883195, 3.884445, 3.885687, 3.886923, 3.888153, 3.889375, 
     2208            3.890592, 3.891802, 3.893006, 3.894203, 3.895394, 3.896579, 3.897758, 3.898931, 3.900098, 3.901259, 3.902414, 3.903563, 3.904707, 3.905845, 3.906977, 3.908104, 3.909225, 3.910341, 3.911451, 3.912556, 
     2209            3.913656, 3.914751, 3.915840, 3.916924, 3.918003, 3.919077, 3.920145, 3.921209, 3.922268, 3.923322, 3.924371, 3.925416, 3.926455, 3.927490, 3.928520, 3.929546, 3.930567, 3.931583, 3.932595, 3.933603, 
     2210            3.934606, 3.935604, 3.936599, 3.937589, 3.938574, 3.939556, 3.940533, 3.941506, 3.942475, 3.943439, 3.944400, 3.945357, 3.946309, 3.947258, 3.948203, 3.949143, 3.950080, 3.951013, 3.951942, 3.952868, 
     2211            3.953790, 3.954707, 3.955622, 3.956532, 3.957439, 3.958342, 3.959242, 3.960138, 3.961031, 3.961920, 3.962806, 3.963688, 3.964567, 3.965442, 3.966314, 3.967183, 3.968048, 3.968910, 3.969769, 3.970624, 
     2212            3.971476, 3.972325, 3.973171, 3.974014, 3.974854, 3.975690, 3.976524, 3.977354, 3.978181, 3.979005, 3.979827, 3.980645, 3.981460, 3.982273, 3.983082, 3.983889, 3.984692, 3.985493, 3.986291, 3.987087, 
     2213            3.987879, 3.988669, 3.989455, 3.990240, 3.991021, 3.991800, 3.992576, 3.993349, 3.994120, 3.994888, 3.995653, 3.996416, 3.997176, 3.997934, 3.998689, 3.999442, 4.000192, 4.000940, 4.001685, 4.002427, 
     2214            4.003168, 4.003905, 4.004641, 4.005374, 4.006104, 4.006833, 4.007558, 4.008282, 4.009003, 4.009722, 4.010439, 4.011153, 4.011865, 4.012575, 4.013282, 4.013988, 4.014691, 4.015392, 4.016090, 4.016787, 
     2215            4.017481, 4.018173, 4.018864, 4.019551, 4.020237, 4.020921, 4.021603, 4.022282, 4.022960, 4.023635, 4.024309, 4.024980, 4.025650, 4.026317, 4.026983, 4.027646, 4.028308, 4.028967, 4.029625, 4.030281, 
     2216            4.030934, 4.031586, 4.032236, 4.032884, 4.033530, 4.034175, 4.034817, 4.035458, 4.036097, 4.036734, 4.037369, 4.038002, 4.038634, 4.039263, 4.039891, 4.040518, 4.041142, 4.041765, 4.042386, 4.043005, 
     2217            4.043623, 4.044239, 4.044853, 4.045465, 4.046076, 4.046685, 4.047293, 4.047898, 4.048502, 4.049105, 4.049706, 4.050305, 4.050903, 4.051499, 4.052093, 4.052686, 4.053277, 4.053867, 4.054455, 4.055042, 
     2218            4.055627, 4.056211, 4.056793, 4.057373, 4.057952, 4.058529, 4.059105, 4.059680, 4.060253, 4.060824, 4.061394, 4.061963, 4.062530, 4.063096, 4.063660, 4.064223, 4.064784, 4.065344, 4.065903, 4.066460, 
     2219            4.067016, 4.067570, 4.068123, 4.068675, 4.069225, 4.069774, 4.070321, 4.070867, 4.071412, 4.071956, 4.072498, 4.073039, 4.073578, 4.074116, 4.074653, 4.075189, 4.075723, 4.076256, 4.076788, 4.077318, 
     2220            4.077848, 4.078376, 4.078902, 4.079428, 4.079952, 4.080475, 4.080996, 4.081517, 4.082036, 4.082554, 4.083071, 4.083587, 4.084101, 4.084614, 4.085126, 4.085637, 4.086147, 4.086655, 4.087163, 4.087669, 
     2221            4.088174, 4.088678, 4.089180, 4.089682, 4.090182, 4.090681, 4.091180, 4.091677, 4.092173, 4.092667, 4.093161, 4.093654, 4.094145, 4.094636, 4.095125, 4.095613, 4.096100, 4.096586, 4.097071, 4.097555, 
     2222            4.098038, 4.098520, 4.099001, 4.099480, 4.099959, 4.100437, 4.100913, 4.101389, 4.101863, 4.102337, 4.102810, 4.103281, 4.103752, 4.104221, 4.104689, 4.105157, 4.105623, 4.106089, 4.106554, 4.107017, 
     2223            4.107480, 4.107941, 4.108402, 4.108862, 4.109320, 4.109778, 4.110235, 4.110691, 4.111146, 4.111600, 4.112053, 4.112505, 4.112956, 4.113406, 4.113855, 4.114304, 4.114751, 4.115198, 4.115644, 4.116088, 
     2224            4.116532, 4.116975, 4.117417, 4.117859, 4.118299, 4.118738, 4.119177, 4.119615, 4.120051, 4.120487, 4.120922, 4.121357, 4.121790, 4.122222, 4.122654, 4.123085, 4.123515, 4.123944, 4.124372, 4.124800, 
     2225            4.125226, 4.125652, 4.126077, 4.126501, 4.126924, 4.127347, 4.127769, 4.128190, 4.128610, 4.129029, 4.129447, 4.129865, 4.130282, 4.130698, 4.131113, 4.131528, 4.131941, 4.132354, 4.132766, 4.133178, 
     2226            4.133588, 4.133998, 4.134407, 4.134816, 4.135223, 4.135630, 4.136036, 4.136441, 4.136846, 4.137249, 4.137653, 4.138055, 4.138456, 4.138857, 4.139257, 4.139657, 4.140055, 4.140453, 4.140850, 4.141247, 
     2227            4.141642, 4.142037, 4.142432, 4.142825, 4.143218, 4.143610, 4.144002, 4.144393, 4.144783, 4.145172, 4.145561, 4.145949, 4.146336, 4.146723, 4.147109, 4.147494, 4.147878, 4.148262, 4.148646, 4.149028, 
     2228            4.149410, 4.149791, 4.150172, 4.150552, 4.150931, 4.151309, 4.151687, 4.152065, 4.152441, 4.152817, 4.153192, 4.153567, 4.153941, 4.154314, 4.154687, 4.155059, 4.155431, 4.155802, 4.156172, 4.156541, 
     2229            4.156910, 4.157279, 4.157646, 4.158013, 4.158380, 4.158746, 4.159111, 4.159475, 4.159839, 4.160203, 4.160566, 4.160928, 4.161289, 4.161650, 4.162011, 4.162371, 4.162730, 4.163088, 4.163446, 4.163804, 
     2230            4.164161, 4.164517, 4.164873, 4.165228, 4.165582, 4.165936, 4.166289, 4.166642, 4.166994, 4.167346, 4.167697, 4.168048, 4.168398, 4.168747, 4.169096, 4.169444, 4.169792, 4.170139, 4.170486, 4.170832, 
     2231            4.171177, 4.171522, 4.171867, 4.172210, 4.172554, 4.172896, 4.173239, 4.173580, 4.173922, 4.174262, 4.174602, 4.174942, 4.175281, 4.175619, 4.175957, 4.176295, 4.176632, 4.176968, 4.177304, 4.177639, 
     2232            4.177974, 4.178308, 4.178642, 4.178975, 4.179308, 4.179640, 4.179972, 4.180303, 4.180634, 4.180964, 4.181294, 4.181623, 4.181952, 4.182280, 4.182608, 4.182935, 4.183262, 4.183588, 4.183914, 4.184239, 
     2233            4.184564, 4.184888, 4.185212, 4.185535, 4.185858, 4.186181, 4.186502, 4.186824, 4.187145, 4.187465, 4.187785, 4.188105, 4.188424, 4.188742, 4.189060, 4.189378, 4.189695, 4.190012, 4.190328, 4.190644, 
     2234            4.190959, 4.191274, 4.191588, 4.191902, 4.192216, 4.192529, 4.192842, 4.193154, 4.193465, 4.193777, 4.194087, 4.194398, 4.194708, 4.195017, 4.195326, 4.195635, 4.195943, 4.196250, 4.196558, 4.196864, 
     2235            4.197171, 4.197477, 4.197782, 4.198087, 4.198392, 4.198696, 4.199000, 4.199303, 4.199606, 4.199909, 4.200211, 4.200513, 4.200814, 4.201115, 4.201415, 4.201715, 4.202015, 4.202314, 4.202612, 4.202911, 
     2236            4.203209, 4.203506, 4.203803, 4.204100, 4.204396, 4.204692, 4.204988, 4.205283, 4.205577, 4.205872, 4.206165, 4.206459, 4.206752, 4.207045, 4.207337, 4.207629, 4.207920, 4.208211, 4.208502, 4.208792, 
     2237            4.209082, 4.209372, 4.209661, 4.209950, 4.210238, 4.210526, 4.210813, 4.211101, 4.211387, 4.211674, 4.211960, 4.212246, 4.212531, 4.212816, 4.213100, 4.213385, 4.213668, 4.213952, 4.214235, 4.214517, 
     2238            4.214800, 4.215082, 4.215363, 4.215644, 4.215925, 4.216206, 4.216486, 4.216766, 4.217045, 4.217324, 4.217603, 4.217881, 4.218159, 4.218436, 4.218714, 4.218990, 4.219267, 4.219543, 4.219819, 4.220094, 
     2239            4.220369, 4.220644, 4.220919, 4.221193, 4.221466, 4.221740, 4.222013, 4.222285, 4.222557, 4.222829, 4.223101, 4.223372, 4.223643, 4.223914, 4.224184, 4.224454, 4.224723, 4.224993, 4.225262, 4.225530, 
     2240            4.225798, 4.226066, 4.226334, 4.226601, 4.226868, 4.227134, 4.227401, 4.227667, 4.227932, 4.228197, 4.228462, 4.228727, 4.228991, 4.229255, 4.229519, 4.229782, 4.230045, 4.230307, 4.230570, 4.230832, 
     2241            4.231093, 4.231355, 4.231616, 4.231877, 4.232137, 4.232397, 4.232657, 4.232916, 4.233175, 4.233434, 4.233693, 4.233951, 4.234209, 4.234466, 4.234724, 4.234981, 4.235237, 4.235494, 4.235750, 4.236005, 
     2242            4.236261, 4.236516, 4.236771, 4.237025, 4.237280, 4.237534, 4.237787, 4.238041, 4.238294, 4.238546, 4.238799, 4.239051, 4.239303, 4.239554, 4.239805, 4.240056, 4.240307, 4.240557, 4.240808, 4.241057, 
     2243            4.241307, 4.241556, 4.241805, 4.242053, 4.242302, 4.242550, 4.242798, 4.243045, 4.243292, 4.243539, 4.243786, 4.244032, 4.244278, 4.244524, 4.244769, 4.245015, 4.245260, 4.245504, 4.245749, 4.245993, 
     2244            4.246236, 4.246480, 4.246723, 4.246966, 4.247209, 4.247451, 4.247693, 4.247935, 4.248177, 4.248418, 4.248659, 4.248900, 4.249141, 4.249381, 4.249621, 4.249861, 4.250100, 4.250339, 4.250578, 4.250817, 
     2245            4.251055, 4.251293, 4.251531, 4.251769, 4.252006, 4.252243, 4.252480, 4.252716, 4.252952, 4.253188, 4.253424, 4.253660, 4.253895, 4.254130, 4.254365, 4.254599, 4.254833, 4.255067, 4.255301, 4.255534, 
     2246            4.255767, 4.256000, 4.256233, 4.256465, 4.256697, 4.256929, 4.257161, 4.257392, 4.257624, 4.257854, 4.258085, 4.258315, 4.258546, 4.258775, 4.259005, 4.259235, 4.259464, 4.259693, 4.259921, 4.260150, 
     2247            4.260378, 4.260606, 4.260833, 4.261061, 4.261288, 4.261515, 4.261742, 4.261968, 4.262195, 4.262421, 4.262646, 4.262872, 4.263097, 4.263322, 4.263547, 4.263772, 4.263996, 4.264220, 4.264444, 4.264667 
     2248        ], 
     2249        ("bonferroni-dunn", "0.05"): [ 
     2250            0, 0, 1.959964, 2.241403, 2.393980, 2.497705, 2.575829, 2.638257, 2.690110, 2.734369, 2.772921, 2.807034, 2.837597, 2.865260, 2.890512, 2.913726, 2.935199, 2.955167, 2.973820, 2.991316, 3.007787, 
     2251            3.023341, 3.038074, 3.052065, 3.065383, 3.078088, 3.090232, 3.101862, 3.113017, 3.123735, 3.134046, 3.143980, 3.153563, 3.162818, 3.171766, 3.180426, 3.188815, 3.196950, 3.204845, 3.212514, 3.219968, 
     2252            3.227218, 3.234277, 3.241152, 3.247854, 3.254389, 3.260767, 3.266995, 3.273078, 3.279024, 3.284839, 3.290527, 3.296094, 3.301545, 3.306885, 3.312118, 3.317247, 3.322278, 3.327213, 3.332056, 3.336810, 
     2253            3.341479, 3.346065, 3.350571, 3.354999, 3.359353, 3.363635, 3.367847, 3.371991, 3.376069, 3.380083, 3.384036, 3.387929, 3.391763, 3.395541, 3.399263, 3.402933, 3.406550, 3.410117, 3.413634, 3.417104, 
     2254            3.420527, 3.423904, 3.427237, 3.430527, 3.433775, 3.436982, 3.440148, 3.443276, 3.446365, 3.449417, 3.452433, 3.455413, 3.458358, 3.461269, 3.464147, 3.466993, 3.469806, 3.472589, 3.475341, 3.478063, 
     2255            3.480756, 3.483421, 3.486057, 3.488666, 3.491248, 3.493804, 3.496334, 3.498838, 3.501318, 3.503773, 3.506205, 3.508613, 3.510997, 3.513360, 3.515700, 3.518018, 3.520315, 3.522591, 3.524846, 3.527081, 
     2256            3.529296, 3.531491, 3.533668, 3.535825, 3.537963, 3.540084, 3.542186, 3.544271, 3.546338, 3.548388, 3.550421, 3.552438, 3.554438, 3.556422, 3.558390, 3.560343, 3.562281, 3.564203, 3.566110, 3.568003, 
     2257            3.569881, 3.571745, 3.573595, 3.575432, 3.577254, 3.579064, 3.580859, 3.582642, 3.584412, 3.586170, 3.587915, 3.589647, 3.591367, 3.593076, 3.594772, 3.596457, 3.598130, 3.599792, 3.601443, 3.603083, 
     2258            3.604711, 3.606329, 3.607936, 3.609533, 3.611120, 3.612696, 3.614262, 3.615818, 3.617364, 3.618900, 3.620427, 3.621944, 3.623452, 3.624950, 3.626439, 3.627919, 3.629391, 3.630853, 3.632307, 3.633752, 
     2259            3.635188, 3.636616, 3.638036, 3.639447, 3.640850, 3.642245, 3.643632, 3.645012, 3.646383, 3.647747, 3.649103, 3.650451, 3.651792, 3.653126, 3.654452, 3.655771, 3.657083, 3.658387, 3.659685, 3.660976, 
     2260            3.662260, 3.663537, 3.664807, 3.666071, 3.667328, 3.668579, 3.669823, 3.671061, 3.672292, 3.673517, 3.674736, 3.675949, 3.677156, 3.678356, 3.679551, 3.680740, 3.681923, 3.683100, 3.684271, 3.685437, 
     2261            3.686597, 3.687752, 3.688901, 3.690044, 3.691182, 3.692315, 3.693442, 3.694564, 3.695681, 3.696793, 3.697899, 3.699000, 3.700097, 3.701188, 3.702275, 3.703356, 3.704433, 3.705504, 3.706571, 3.707634, 
     2262            3.708691, 3.709744, 3.710792, 3.711836, 3.712875, 3.713910, 3.714940, 3.715966, 3.716987, 3.718004, 3.719016, 3.720025, 3.721029, 3.722029, 3.723025, 3.724016, 3.725003, 3.725987, 3.726966, 3.727941, 
     2263            3.728913, 3.729880, 3.730844, 3.731803, 3.732759, 3.733711, 3.734659, 3.735603, 3.736544, 3.737480, 3.738413, 3.739343, 3.740269, 3.741191, 3.742110, 3.743025, 3.743937, 3.744845, 3.745749, 3.746651, 
     2264            3.747548, 3.748443, 3.749334, 3.750221, 3.751106, 3.751987, 3.752865, 3.753739, 3.754611, 3.755479, 3.756344, 3.757206, 3.758064, 3.758920, 3.759772, 3.760622, 3.761468, 3.762312, 3.763152, 3.763989, 
     2265            3.764824, 3.765655, 3.766484, 3.767309, 3.768132, 3.768952, 3.769769, 3.770583, 3.771395, 3.772203, 3.773009, 3.773812, 3.774613, 3.775410, 3.776205, 3.776998, 3.777787, 3.778574, 3.779359, 3.780141, 
     2266            3.780920, 3.781696, 3.782470, 3.783242, 3.784011, 3.784777, 3.785541, 3.786303, 3.787062, 3.787819, 3.788573, 3.789325, 3.790074, 3.790821, 3.791566, 3.792308, 3.793048, 3.793785, 3.794521, 3.795254, 
     2267            3.795984, 3.796713, 3.797439, 3.798163, 3.798884, 3.799604, 3.800321, 3.801036, 3.801749, 3.802460, 3.803168, 3.803875, 3.804579, 3.805281, 3.805981, 3.806680, 3.807375, 3.808069, 3.808761, 3.809451, 
     2268            3.810139, 3.810824, 3.811508, 3.812190, 3.812870, 3.813547, 3.814223, 3.814897, 3.815569, 3.816239, 3.816907, 3.817573, 3.818237, 3.818900, 3.819560, 3.820219, 3.820876, 3.821531, 3.822184, 3.822835, 
     2269            3.823484, 3.824132, 3.824778, 3.825422, 3.826064, 3.826705, 3.827344, 3.827981, 3.828616, 3.829249, 3.829881, 3.830511, 3.831140, 3.831766, 3.832392, 3.833015, 3.833637, 3.834257, 3.834875, 3.835492, 
     2270            3.836107, 3.836720, 3.837332, 3.837943, 3.838551, 3.839158, 3.839764, 3.840368, 3.840970, 3.841571, 3.842170, 3.842768, 3.843364, 3.843959, 3.844552, 3.845143, 3.845734, 3.846322, 3.846909, 3.847495, 
     2271            3.848079, 3.848662, 3.849243, 3.849823, 3.850401, 3.850978, 3.851553, 3.852128, 3.852700, 3.853271, 3.853841, 3.854410, 3.854977, 3.855542, 3.856106, 3.856669, 3.857231, 3.857791, 3.858350, 3.858907, 
     2272            3.859463, 3.860018, 3.860571, 3.861124, 3.861674, 3.862224, 3.862772, 3.863319, 3.863865, 3.864409, 3.864952, 3.865494, 3.866034, 3.866573, 3.867111, 3.867648, 3.868184, 3.868718, 3.869251, 3.869783, 
     2273            3.870313, 3.870842, 3.871371, 3.871898, 3.872423, 3.872948, 3.873471, 3.873993, 3.874514, 3.875034, 3.875553, 3.876070, 3.876586, 3.877102, 3.877616, 3.878128, 3.878640, 3.879151, 3.879660, 3.880168, 
     2274            3.880676, 3.881182, 3.881687, 3.882191, 3.882693, 3.883195, 3.883696, 3.884195, 3.884694, 3.885191, 3.885687, 3.886182, 3.886677, 3.887170, 3.887662, 3.888153, 3.888643, 3.889131, 3.889619, 3.890106, 
     2275            3.890592, 3.891077, 3.891560, 3.892043, 3.892525, 3.893006, 3.893485, 3.893964, 3.894442, 3.894918, 3.895394, 3.895869, 3.896343, 3.896815, 3.897287, 3.897758, 3.898228, 3.898697, 3.899165, 3.899632, 
     2276            3.900098, 3.900563, 3.901027, 3.901490, 3.901953, 3.902414, 3.902874, 3.903334, 3.903793, 3.904250, 3.904707, 3.905163, 3.905618, 3.906072, 3.906525, 3.906977, 3.907429, 3.907879, 3.908329, 3.908777, 
     2277            3.909225, 3.909672, 3.910118, 3.910564, 3.911008, 3.911451, 3.911894, 3.912336, 3.912777, 3.913217, 3.913656, 3.914094, 3.914532, 3.914969, 3.915405, 3.915840, 3.916274, 3.916707, 3.917140, 3.917572, 
     2278            3.918003, 3.918433, 3.918862, 3.919291, 3.919718, 3.920145, 3.920571, 3.920997, 3.921421, 3.921845, 3.922268, 3.922690, 3.923112, 3.923532, 3.923952, 3.924371, 3.924790, 3.925207, 3.925624, 3.926040, 
     2279            3.926455, 3.926870, 3.927284, 3.927697, 3.928109, 3.928520, 3.928931, 3.929341, 3.929751, 3.930159, 3.930567, 3.930974, 3.931381, 3.931786, 3.932191, 3.932595, 3.932999, 3.933402, 3.933804, 3.934205, 
     2280            3.934606, 3.935006, 3.935405, 3.935804, 3.936202, 3.936599, 3.936995, 3.937391, 3.937786, 3.938181, 3.938574, 3.938967, 3.939360, 3.939751, 3.940142, 3.940533, 3.940923, 3.941312, 3.941700, 3.942088, 
     2281            3.942475, 3.942861, 3.943247, 3.943632, 3.944016, 3.944400, 3.944783, 3.945166, 3.945548, 3.945929, 3.946309, 3.946689, 3.947069, 3.947447, 3.947825, 3.948203, 3.948579, 3.948956, 3.949331, 3.949706, 
     2282            3.950080, 3.950454, 3.950827, 3.951199, 3.951571, 3.951942, 3.952313, 3.952683, 3.953053, 3.953421, 3.953790, 3.954157, 3.954524, 3.954891, 3.955256, 3.955622, 3.955986, 3.956350, 3.956714, 3.957077, 
     2283            3.957439, 3.957801, 3.958162, 3.958523, 3.958883, 3.959242, 3.959601, 3.959959, 3.960317, 3.960674, 3.961031, 3.961387, 3.961742, 3.962097, 3.962452, 3.962806, 3.963159, 3.963512, 3.963864, 3.964216, 
     2284            3.964567, 3.964917, 3.965267, 3.965617, 3.965966, 3.966314, 3.966662, 3.967009, 3.967356, 3.967702, 3.968048, 3.968393, 3.968738, 3.969082, 3.969426, 3.969769, 3.970111, 3.970453, 3.970795, 3.971136, 
     2285            3.971476, 3.971816, 3.972156, 3.972495, 3.972833, 3.973171, 3.973509, 3.973846, 3.974182, 3.974518, 3.974854, 3.975189, 3.975523, 3.975857, 3.976191, 3.976524, 3.976856, 3.977188, 3.977520, 3.977851, 
     2286            3.978181, 3.978511, 3.978841, 3.979170, 3.979499, 3.979827, 3.980154, 3.980482, 3.980808, 3.981135, 3.981460, 3.981786, 3.982110, 3.982435, 3.982759, 3.983082, 3.983405, 3.983728, 3.984050, 3.984371, 
     2287            3.984692, 3.985013, 3.985333, 3.985653, 3.985972, 3.986291, 3.986610, 3.986928, 3.987245, 3.987562, 3.987879, 3.988195, 3.988511, 3.988826, 3.989141, 3.989455, 3.989769, 3.990083, 3.990396, 3.990709, 
     2288            3.991021, 3.991333, 3.991644, 3.991955, 3.992266, 3.992576, 3.992885, 3.993195, 3.993503, 3.993812, 3.994120, 3.994427, 3.994734, 3.995041, 3.995347, 3.995653, 3.995959, 3.996264, 3.996568, 3.996872, 
     2289            3.997176, 3.997480, 3.997783, 3.998085, 3.998387, 3.998689, 3.998991, 3.999291, 3.999592, 3.999892, 4.000192, 4.000491, 4.000790, 4.001089, 4.001387, 4.001685, 4.001982, 4.002279, 4.002576, 4.002872, 
     2290            4.003168, 4.003463, 4.003758, 4.004053, 4.004347, 4.004641, 4.004934, 4.005227, 4.005520, 4.005812, 4.006104, 4.006396, 4.006687, 4.006978, 4.007268, 4.007558, 4.007848, 4.008137, 4.008426, 4.008715, 
     2291            4.009003, 4.009291, 4.009578, 4.009866, 4.010152, 4.010439, 4.010725, 4.011010, 4.011295, 4.011580, 4.011865, 4.012149, 4.012433, 4.012716, 4.013000, 4.013282, 4.013565, 4.013847, 4.014128, 4.014410, 
     2292            4.014691, 4.014971, 4.015252, 4.015531, 4.015811, 4.016090, 4.016369, 4.016648, 4.016926, 4.017204, 4.017481, 4.017758, 4.018035, 4.018312, 4.018588, 4.018864, 4.019139, 4.019414, 4.019689, 4.019963, 
     2293            4.020237, 4.020511, 4.020785, 4.021058, 4.021330, 4.021603, 4.021875, 4.022147, 4.022418, 4.022689, 4.022960, 4.023230, 4.023501, 4.023770, 4.024040, 4.024309, 4.024578, 4.024846, 4.025114, 4.025382, 
     2294            4.025650, 4.025917, 4.026184, 4.026451, 4.026717, 4.026983, 4.027248, 4.027514, 4.027779, 4.028043, 4.028308, 4.028572, 4.028836, 4.029099, 4.029362, 4.029625, 4.029887, 4.030150, 4.030412, 4.030673, 
     2295            4.030934, 4.031195, 4.031456, 4.031716, 4.031976, 4.032236, 4.032496, 4.032755, 4.033014, 4.033272, 4.033530, 4.033788, 4.034046, 4.034303, 4.034560, 4.034817, 4.035074, 4.035330, 4.035586, 4.035841, 
     2296            4.036097, 4.036352, 4.036606, 4.036861, 4.037115, 4.037369, 4.037622, 4.037876, 4.038129, 4.038381, 4.038634, 4.038886, 4.039138, 4.039389, 4.039641, 4.039891, 4.040142, 4.040393, 4.040643, 4.040893, 
     2297            4.041142, 4.041392, 4.041641, 4.041889, 4.042138, 4.042386, 4.042634, 4.042881, 4.043129, 4.043376, 4.043623, 4.043869, 4.044116, 4.044362, 4.044607, 4.044853, 4.045098, 4.045343, 4.045587, 4.045832, 
     2298            4.046076, 4.046320, 4.046563, 4.046807, 4.047050, 4.047293, 4.047535, 4.047777, 4.048019, 4.048261, 4.048502, 4.048744, 4.048985, 4.049225, 4.049466, 4.049706, 4.049946, 4.050185, 4.050425, 4.050664, 
     2299            4.050903, 4.051141, 4.051380, 4.051618, 4.051856, 4.052093, 4.052331, 4.052568, 4.052805, 4.053041, 4.053277, 4.053514, 4.053749, 4.053985, 4.054220, 4.054455, 4.054690, 4.054925, 4.055159, 4.055393 
     2300        ], 
     2301        ("bonferroni-dunn", "0.1"): [ 
     2302            0, 0, 1.644854, 1.959964, 2.128045, 2.241403, 2.326348, 2.393980, 2.449998, 2.497705, 2.539185, 2.575829, 2.608616, 2.638257, 2.665285, 2.690110, 2.713052, 2.734369, 2.754268, 2.772921, 2.790470, 
     2303            2.807034, 2.822714, 2.837597, 2.851757, 2.865260, 2.878162, 2.890512, 2.902353, 2.913726, 2.924665, 2.935199, 2.945359, 2.955167, 2.964647, 2.973820, 2.982704, 2.991316, 2.999672, 3.007787, 3.015672, 
     2304            3.023341, 3.030805, 3.038074, 3.045158, 3.052065, 3.058804, 3.065383, 3.071809, 3.078088, 3.084227, 3.090232, 3.096109, 3.101862, 3.107496, 3.113017, 3.118429, 3.123735, 3.128939, 3.134046, 3.139059, 
     2305            3.143980, 3.148814, 3.153563, 3.158230, 3.162818, 3.167329, 3.171766, 3.176131, 3.180426, 3.184653, 3.188815, 3.192914, 3.196950, 3.200927, 3.204845, 3.208707, 3.212514, 3.216267, 3.219968, 3.223618, 
     2306            3.227218, 3.230771, 3.234277, 3.237737, 3.241152, 3.244524, 3.247854, 3.251142, 3.254389, 3.257598, 3.260767, 3.263900, 3.266995, 3.270054, 3.273078, 3.276068, 3.279024, 3.281948, 3.284839, 3.287698, 
     2307            3.290527, 3.293325, 3.296094, 3.298834, 3.301545, 3.304229, 3.306885, 3.309514, 3.312118, 3.314695, 3.317247, 3.319775, 3.322278, 3.324757, 3.327213, 3.329646, 3.332056, 3.334444, 3.336810, 3.339155, 
     2308            3.341479, 3.343782, 3.346065, 3.348327, 3.350571, 3.352795, 3.354999, 3.357186, 3.359353, 3.361503, 3.363635, 3.365750, 3.367847, 3.369927, 3.371991, 3.374038, 3.376069, 3.378084, 3.380083, 3.382067, 
     2309            3.384036, 3.385990, 3.387929, 3.389853, 3.391763, 3.393659, 3.395541, 3.397409, 3.399263, 3.401105, 3.402933, 3.404748, 3.406550, 3.408340, 3.410117, 3.411881, 3.413634, 3.415375, 3.417104, 3.418821, 
     2310            3.420527, 3.422221, 3.423904, 3.425576, 3.427237, 3.428887, 3.430527, 3.432156, 3.433775, 3.435383, 3.436982, 3.438570, 3.440148, 3.441717, 3.443276, 3.444825, 3.446365, 3.447896, 3.449417, 3.450929, 
     2311            3.452433, 3.453927, 3.455413, 3.456890, 3.458358, 3.459818, 3.461269, 3.462712, 3.464147, 3.465574, 3.466993, 3.468404, 3.469806, 3.471202, 3.472589, 3.473969, 3.475341, 3.476706, 3.478063, 3.479413, 
     2312            3.480756, 3.482092, 3.483421, 3.484742, 3.486057, 3.487365, 3.488666, 3.489960, 3.491248, 3.492529, 3.493804, 3.495072, 3.496334, 3.497589, 3.498838, 3.500081, 3.501318, 3.502549, 3.503773, 3.504992, 
     2313            3.506205, 3.507411, 3.508613, 3.509808, 3.510997, 3.512181, 3.513360, 3.514532, 3.515700, 3.516862, 3.518018, 3.519169, 3.520315, 3.521456, 3.522591, 3.523721, 3.524846, 3.525966, 3.527081, 3.528191, 
     2314            3.529296, 3.530396, 3.531491, 3.532582, 3.533668, 3.534749, 3.535825, 3.536896, 3.537963, 3.539026, 3.540084, 3.541137, 3.542186, 3.543231, 3.544271, 3.545306, 3.546338, 3.547365, 3.548388, 3.549407, 
     2315            3.550421, 3.551431, 3.552438, 3.553440, 3.554438, 3.555432, 3.556422, 3.557408, 3.558390, 3.559369, 3.560343, 3.561314, 3.562281, 3.563244, 3.564203, 3.565158, 3.566110, 3.567058, 3.568003, 3.568944, 
     2316            3.569881, 3.570815, 3.571745, 3.572672, 3.573595, 3.574515, 3.575432, 3.576345, 3.577254, 3.578161, 3.579064, 3.579963, 3.580859, 3.581753, 3.582642, 3.583529, 3.584412, 3.585293, 3.586170, 3.587044, 
     2317            3.587915, 3.588782, 3.589647, 3.590509, 3.591367, 3.592223, 3.593076, 3.593926, 3.594772, 3.595616, 3.596457, 3.597295, 3.598130, 3.598963, 3.599792, 3.600619, 3.601443, 3.602264, 3.603083, 3.603898, 
     2318            3.604711, 3.605522, 3.606329, 3.607134, 3.607936, 3.608736, 3.609533, 3.610328, 3.611120, 3.611909, 3.612696, 3.613480, 3.614262, 3.615041, 3.615818, 3.616592, 3.617364, 3.618133, 3.618900, 3.619664, 
     2319            3.620427, 3.621186, 3.621944, 3.622699, 3.623452, 3.624202, 3.624950, 3.625696, 3.626439, 3.627180, 3.627919, 3.628656, 3.629391, 3.630123, 3.630853, 3.631581, 3.632307, 3.633030, 3.633752, 3.634471, 
     2320            3.635188, 3.635903, 3.636616, 3.637327, 3.638036, 3.638742, 3.639447, 3.640150, 3.640850, 3.641549, 3.642245, 3.642940, 3.643632, 3.644323, 3.645012, 3.645698, 3.646383, 3.647066, 3.647747, 3.648426, 
     2321            3.649103, 3.649778, 3.650451, 3.651123, 3.651792, 3.652460, 3.653126, 3.653790, 3.654452, 3.655112, 3.655771, 3.656428, 3.657083, 3.657736, 3.658387, 3.659037, 3.659685, 3.660331, 3.660976, 3.661619, 
     2322            3.662260, 3.662899, 3.663537, 3.664173, 3.664807, 3.665440, 3.666071, 3.666701, 3.667328, 3.667954, 3.668579, 3.669202, 3.669823, 3.670443, 3.671061, 3.671677, 3.672292, 3.672906, 3.673517, 3.674128, 
     2323            3.674736, 3.675343, 3.675949, 3.676553, 3.677156, 3.677757, 3.678356, 3.678954, 3.679551, 3.680146, 3.680740, 3.681332, 3.681923, 3.682512, 3.683100, 3.683686, 3.684271, 3.684855, 3.685437, 3.686018, 
     2324            3.686597, 3.687175, 3.687752, 3.688327, 3.688901, 3.689473, 3.690044, 3.690614, 3.691182, 3.691749, 3.692315, 3.692879, 3.693442, 3.694004, 3.694564, 3.695123, 3.695681, 3.696237, 3.696793, 3.697346, 
     2325            3.697899, 3.698450, 3.699000, 3.699549, 3.700097, 3.700643, 3.701188, 3.701732, 3.702275, 3.702816, 3.703356, 3.703895, 3.704433, 3.704969, 3.705504, 3.706038, 3.706571, 3.707103, 3.707634, 3.708163, 
     2326            3.708691, 3.709218, 3.709744, 3.710269, 3.710792, 3.711315, 3.711836, 3.712356, 3.712875, 3.713393, 3.713910, 3.714425, 3.714940, 3.715453, 3.715966, 3.716477, 3.716987, 3.717496, 3.718004, 3.718511, 
     2327            3.719016, 3.719521, 3.720025, 3.720527, 3.721029, 3.721529, 3.722029, 3.722527, 3.723025, 3.723521, 3.724016, 3.724510, 3.725003, 3.725496, 3.725987, 3.726477, 3.726966, 3.727454, 3.727941, 3.728428, 
     2328            3.728913, 3.729397, 3.729880, 3.730362, 3.730844, 3.731324, 3.731803, 3.732281, 3.732759, 3.733235, 3.733711, 3.734185, 3.734659, 3.735131, 3.735603, 3.736074, 3.736544, 3.737012, 3.737480, 3.737947, 
     2329            3.738413, 3.738879, 3.739343, 3.739806, 3.740269, 3.740730, 3.741191, 3.741651, 3.742110, 3.742568, 3.743025, 3.743481, 3.743937, 3.744391, 3.744845, 3.745297, 3.745749, 3.746200, 3.746651, 3.747100, 
     2330            3.747548, 3.747996, 3.748443, 3.748889, 3.749334, 3.749778, 3.750221, 3.750664, 3.751106, 3.751547, 3.751987, 3.752426, 3.752865, 3.753302, 3.753739, 3.754175, 3.754611, 3.755045, 3.755479, 3.755912, 
     2331            3.756344, 3.756775, 3.757206, 3.757635, 3.758064, 3.758492, 3.758920, 3.759347, 3.759772, 3.760197, 3.760622, 3.761045, 3.761468, 3.761890, 3.762312, 3.762732, 3.763152, 3.763571, 3.763989, 3.764407, 
     2332            3.764824, 3.765240, 3.765655, 3.766070, 3.766484, 3.766897, 3.767309, 3.767721, 3.768132, 3.768542, 3.768952, 3.769361, 3.769769, 3.770176, 3.770583, 3.770989, 3.771395, 3.771799, 3.772203, 3.772607, 
     2333            3.773009, 3.773411, 3.773812, 3.774213, 3.774613, 3.775012, 3.775410, 3.775808, 3.776205, 3.776602, 3.776998, 3.777393, 3.777787, 3.778181, 3.778574, 3.778967, 3.779359, 3.779750, 3.780141, 3.780531, 
     2334            3.780920, 3.781308, 3.781696, 3.782084, 3.782470, 3.782857, 3.783242, 3.783627, 3.784011, 3.784395, 3.784777, 3.785160, 3.785541, 3.785923, 3.786303, 3.786683, 3.787062, 3.787441, 3.787819, 3.788196, 
     2335            3.788573, 3.788949, 3.789325, 3.789700, 3.790074, 3.790448, 3.790821, 3.791194, 3.791566, 3.791937, 3.792308, 3.792678, 3.793048, 3.793417, 3.793785, 3.794153, 3.794521, 3.794887, 3.795254, 3.795619, 
     2336            3.795984, 3.796349, 3.796713, 3.797076, 3.797439, 3.797801, 3.798163, 3.798524, 3.798884, 3.799244, 3.799604, 3.799963, 3.800321, 3.800679, 3.801036, 3.801393, 3.801749, 3.802105, 3.802460, 3.802814, 
     2337            3.803168, 3.803522, 3.803875, 3.804227, 3.804579, 3.804931, 3.805281, 3.805632, 3.805981, 3.806331, 3.806680, 3.807028, 3.807375, 3.807723, 3.808069, 3.808415, 3.808761, 3.809106, 3.809451, 3.809795, 
     2338            3.810139, 3.810482, 3.810824, 3.811166, 3.811508, 3.811849, 3.812190, 3.812530, 3.812870, 3.813209, 3.813547, 3.813885, 3.814223, 3.814560, 3.814897, 3.815233, 3.815569, 3.815904, 3.816239, 3.816573, 
     2339            3.816907, 3.817240, 3.817573, 3.817905, 3.818237, 3.818569, 3.818900, 3.819230, 3.819560, 3.819890, 3.820219, 3.820547, 3.820876, 3.821203, 3.821531, 3.821857, 3.822184, 3.822509, 3.822835, 3.823160, 
     2340            3.823484, 3.823808, 3.824132, 3.824455, 3.824778, 3.825100, 3.825422, 3.825743, 3.826064, 3.826385, 3.826705, 3.827024, 3.827344, 3.827662, 3.827981, 3.828298, 3.828616, 3.828933, 3.829249, 3.829566, 
     2341            3.829881, 3.830196, 3.830511, 3.830826, 3.831140, 3.831453, 3.831766, 3.832079, 3.832392, 3.832703, 3.833015, 3.833326, 3.833637, 3.833947, 3.834257, 3.834566, 3.834875, 3.835184, 3.835492, 3.835800, 
     2342            3.836107, 3.836414, 3.836720, 3.837027, 3.837332, 3.837638, 3.837943, 3.838247, 3.838551, 3.838855, 3.839158, 3.839461, 3.839764, 3.840066, 3.840368, 3.840669, 3.840970, 3.841271, 3.841571, 3.841871, 
     2343            3.842170, 3.842469, 3.842768, 3.843066, 3.843364, 3.843662, 3.843959, 3.844255, 3.844552, 3.844848, 3.845143, 3.845439, 3.845734, 3.846028, 3.846322, 3.846616, 3.846909, 3.847202, 3.847495, 3.847787, 
     2344            3.848079, 3.848371, 3.848662, 3.848953, 3.849243, 3.849533, 3.849823, 3.850112, 3.850401, 3.850690, 3.850978, 3.851266, 3.851553, 3.851841, 3.852128, 3.852414, 3.852700, 3.852986, 3.853271, 3.853556, 
     2345            3.853841, 3.854125, 3.854410, 3.854693, 3.854977, 3.855259, 3.855542, 3.855824, 3.856106, 3.856388, 3.856669, 3.856950, 3.857231, 3.857511, 3.857791, 3.858070, 3.858350, 3.858629, 3.858907, 3.859185, 
     2346            3.859463, 3.859741, 3.860018, 3.860295, 3.860571, 3.860848, 3.861124, 3.861399, 3.861674, 3.861949, 3.862224, 3.862498, 3.862772, 3.863046, 3.863319, 3.863592, 3.863865, 3.864137, 3.864409, 3.864680, 
     2347            3.864952, 3.865223, 3.865494, 3.865764, 3.866034, 3.866304, 3.866573, 3.866842, 3.867111, 3.867380, 3.867648, 3.867916, 3.868184, 3.868451, 3.868718, 3.868984, 3.869251, 3.869517, 3.869783, 3.870048, 
     2348            3.870313, 3.870578, 3.870842, 3.871107, 3.871371, 3.871634, 3.871898, 3.872161, 3.872423, 3.872686, 3.872948, 3.873210, 3.873471, 3.873732, 3.873993, 3.874254, 3.874514, 3.874774, 3.875034, 3.875293, 
     2349            3.875553, 3.875812, 3.876070, 3.876328, 3.876586, 3.876844, 3.877102, 3.877359, 3.877616, 3.877872, 3.878128, 3.878384, 3.878640, 3.878896, 3.879151, 3.879406, 3.879660, 3.879914, 3.880168, 3.880422, 
     2350            3.880676, 3.880929, 3.881182, 3.881434, 3.881687, 3.881939, 3.882191, 3.882442, 3.882693, 3.882944, 3.883195, 3.883446, 3.883696, 3.883946, 3.884195, 3.884445, 3.884694, 3.884942, 3.885191, 3.885439, 
     2351            3.885687, 3.885935, 3.886182, 3.886430, 3.886677, 3.886923, 3.887170, 3.887416, 3.887662, 3.887907, 3.888153, 3.888398, 3.888643, 3.888887, 3.889131, 3.889375, 3.889619, 3.889863, 3.890106, 3.890349 
     2352        ] 
     2353    } 
     2354    q = d[(type, alpha)] 
     2355     
    18272356    k = len(avranks) 
    1828     
    1829     d = {} 
     2357    if k > len(q): 
     2358        k = q[-1] + (k - len(q)) * 0.00037  #XXX: linear aproximation for higher values 
    18302359 
    1831     d[("nemenyi", "0.05")] = [0, 0, 1.960, 2.343, 2.568, 2.728, 2.850, 2.949, 3.031, 3.102, 3.164 ] 
    1832     d[("nemenyi", "0.1")] = [0, 0, 1.645, 2.052, 2.291, 2.459, 2.589, 2.693, 2.780, 2.855, 2.920 ]     
    1833     d[("bonferroni-dunn", "0.05")] =  [0, 0, 1.960, 2.241, 2.394, 2.498, 2.576, 2.638, 2.690, 2.724, 2.773 ] 
    1834     d[("bonferroni-dunn", "0.1")] = [0, 0, 1.645, 1.960, 2.128, 2.241, 2.326, 2.394, 2.450, 2.498, 2.539 ] 
    1835  
    1836     q = d[(type, alpha)] 
    1837  
    18382360    cd = q[k]*(k*(k+1)/(6.0*N))**0.5 
    1839  
    18402361    return cd 
    1841   
    18422362 
    18432363def graph_ranks(filename, avranks, names, cd=None, cdmethod=None, lowv=None, highv=None, width=6, textspace=1, reverse=False, **kwargs): 
    18442364    """