beta rate=1 bin = 1000 [0.55266335 0.54836986 0.54032486 0.53737172 0.52932838 0.52573586 0.517967 0.51325131 0.50434914 0.49842667 0.4888176 0.48255009 0.47502977 0.465465 0.45688781 0.45022248 0.43699581 0.42716724 0.41945996 0.40754075]
beta rate=1 [0.27130368 0.23837044 0.23471885 0.1868863 0.18537827 0.16659117 0.15069883 0.13446354 0.11988399 0.10428056 0.09601141 0.08345559 0.0752586 0.07130877 0.05944441 0.05254269 0.04811712 0.04185791 0.03520489]
beta rate=0.0 [0.24749304 0.19724868 0.16931754 0.15283088 0.10997081 0.10011356 0.09664456 0.07096038 0.05569715 0.06356637 0.04528009 0.03534792 0.0291839 0.02620021 0.01949071 0.01918193 0.01345126 0.01301092 0.00904499]
beta rate=0.95 version 2 [0.30084037 0.20640699 0.24827881 0.18710853 0.18329225 0.17083678 0.15540339 0.1466706 0.1346748 0.12633218 0.11988404 0.10830088 0.09948251 0.09147884 0.08308948 0.07348841 0.06618765 0.05567031 0.0473551 ]
beta rate=0.95 [0.26086051 0.22160329 0.24027859 0.18926235 0.18503246 0.16599042 0.14850498 0.13223985 0.12315989 0.1087006 0.10249679 0.08660497 0.08010459 0.07930011 0.06580242 0.05948148 0.05424654 0.04956623 0.03969722] [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19] [0.36514837 0.30618622 0.25819889 0.21650635 0.18206914 0.15309311 0.12874232 0.10825318 0.09103457 0.07654655 0.06437116 0.05412659 0.04551728 0.03827328 0.03218558 0.02706329 0.02275766 0.01913664 0.0160921 ]
beta rate=0.05 [0.24658918 0.19042169 0.18274572 0.1486291 0.10010476 0.08781137 0.09532584 0.06775543 0.05503728 0.05609346 0.0401723 0.03242199 0.02569353 0.02213773 0.0187076 0.01598339 0.01199242 0.01075968 0.00594716] [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19] [0.21081851 0.1767767 0.1490712 0.125 0.10511767 0.08838835 0.07432941 0.0625 0.05255883 0.04419417 0.03716471 0.03125 0.02627942 0.02209709 0.01858235 0.015625 0.01313914 0.01104854 0.00929078]
beta first Ns [0.27244949 0.19683348 0.20737109 0.16233945 0.1339806 0.10717183 0.11426755 0.0911129 0.07362708 0.07008557 0.05178443 0.04380925 0.04242237 0.03600582 0.03123202 0.02532191 0.02303077 0.0215809 0.0171016 ] [ 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19] [0.21081851 0.1767767 0.1490712 0.125 0.10511767 0.08838835 0.07432941 0.0625 0.05255883 0.04419417 0.03716471 0.03125 0.02627942 0.02209709 0.01858235 0.015625 0.01313914 0.01104854 0.00929078]
h=100 D=100 [1.478371089110321, 1.4312955076196445, 1.387289267063696, 1.3445202196459367, 1.3036494442276811, 1.2572736401465068, 1.2220508389623255, 1.1726672250893568, 1.1416590390080614, 1.0991043125322943, 1.0576749933509761, 1.0172722323628882, 0.9783630583611704, 0.9335394862468344, 0.8891600688905207, 0.8489434242764872, 0.8119105263949727, 0.7677280756943781, 0.7262315750122069, 0.6842176263982599, 0.6489383699483224, 0.6111187079013921, 0.5716255284562896, 0.5315251031877511, 0.49071799280590994, 0.4542742185348591, 0.4114718110961342, 0.3691080955964724, 0.3283774249424693, 0.2883075621653141, 0.24888846609327528, 0.20571436200823104, 0.16499807551596285, 0.12762802977894627, 0.09464802036822682, 0.06469970441046562, 0.04001269119968445, 0.021565646360118616, 0.008914140627559035, 0.0021843727041934097]
h=1600 D=800 [0.35958087117962084, 0.3493407629994248, 0.33842569553644725, 0.3277858538944012, 0.31734656885486207, 0.3064102698392436, 0.296270183597549, 0.28497282834678717, 0.2745040813206827, 0.2632522802517861, 0.25297174148580087, 0.24221896347369493, 0.231607212628856, 0.221314160558272, 0.21071450656999804, 0.19971323096814797, 0.18892185572291792, 0.17765530224504142, 0.16621073779904158, 0.15503268467370748, 0.14397266868785488, 0.1327150352654971, 0.12153734726032639, 0.11008898655116066, 0.09921335626566014, 0.08864617983470209, 0.07813323648069322, 0.06741156926666315, 0.057508390293649646, 0.04784051287243454, 0.038628949253537014, 0.030215191593543838, 0.022781604678556756, 0.01654992027139277, 0.011406331153045636, 0.00743986162397383, 0.004448613774661255, 0.00230468523737067, 0.000957987085107115, 0.0003501596347408154]
h=1600 D=1600 [0.7650225235662939, 0.7453596472985367, 0.7253634515150057, 0.7053622793644032, 0.6845555273134025, 0.6646330169006701, 0.6443993998607714, 0.6240318541592568, 0.6039151737544429, 0.5823919511366269, 0.5621342335264431, 0.5433149881158521, 0.5228422283527373, 0.5017787704883166, 0.48187332511216785, 0.4618042203405137, 0.4410598442475272, 0.42117033808393456, 0.40159784407849336, 0.38064270813283735, 0.3593104999420266, 0.33917218739368576, 0.31889285183282867, 0.2979570649698558, 0.2771288743934788, 0.256830412990464, 0.23545775822997927, 0.21291546759958416, 0.19118942189518678, 0.16892724788335242, 0.14582630424437426, 0.12328933260906105, 0.10067146141881332, 0.07911350976476714, 0.05807079512899637, 0.03885870540287189, 0.023235237622294444, 0.012039078610737, 0.004834974489954835, 0.0010606782459630338]