# fixed synthetic loss matrix, R-generated (set.seed(7)) -- see gen_mcs_case.R
MCS_LOSS_MATRIX = dict(
    best=[1.6861741484, 0.6409684953, 0.7917122469, 0.8763121147, 0.7087979977, 0.7158160164, 1.2244418021, 0.9649134322, 1.0457972879, 1.6569934322, 1.1070958691, 1.8150255349, 1.6844355778, 1.0972061620, 1.5688201200, 1.1403041534, 0.7318597831, 0.9078015101, 0.9985532733, 1.2964492448, 1.2519251079, 1.2116025493, 1.3917894162, 0.5836011350, 1.3818750593, 1.0552578314, 1.2256839687, 1.1775235157, 0.7050842213, 0.9171808135, 0.7387446932, 1.2156131659, 1.0331958633, 0.9764599696, 0.8738528622, 0.8313622371, 1.2992540334, 0.6684609824, 0.9573136508, 1.0944984715, 1.3655651604, 0.7902048764, 0.9143701745, 0.6065341982, 0.8826962706, 0.8795420161, 1.4051552743, 1.1773570081, 1.0301576367, 1.2793215987, 0.9211772954, 0.9976995686, 1.1101459020, 1.5121487635, 1.2171220788, 1.1443108146, 0.5296395267, 1.0954750850, 1.0497974352, 0.7300277111, 1.0229114422, 1.0477465835, 1.1631022554, 1.2114422058, 1.0956907428, 1.3327749367, 1.2307462584, 1.3460421024, 1.3782050508, 1.2101870520, 1.1297881483, 0.7232194845, 0.8153247380, 0.7400020935, 0.5081448738, 0.6022482268, 0.7332889817, 0.8327193009, 0.9812793073, 1.7268078931, 1.1027756050, 1.0012744709, 1.0087659526, 0.8819729713, 0.7621886312, 0.9064894404, 0.8961794225, 0.9086177235, 0.4642319538, 1.1761824016, 1.4907383303, 0.8063729579, 1.1856976506, 1.0709180795, 1.2539502696, 0.8279062783, 1.3353979612, 0.5379996604, 0.8685628302, 0.9547981087, 1.1557175096, 1.1762619115, 0.9762000817, 0.6476916955, 1.0926166353, 0.5188364372, 1.2973868875, 1.3069661334, 1.2520436317, 1.0360235824, 0.8721234834, 1.1376778731, 1.1935143843, 1.1834591648, 0.7332366118, 1.4631677046, 0.6274709185, 1.3310342021, 1.2948317070, 1.0912981522, 0.5335845351, 1.4709672329, 1.2065349080, 0.9467189023, 1.2187603798, 1.4599752794, 1.1519735344, 1.0099983029, 0.5597347855, 1.3057473148, 0.8219982000, 1.2437229670, 1.2598503491, 1.1104924910, 1.3404457296, 0.7728702160, 1.1335661707, 1.2747798832, 1.0809276227, 1.3022621347, 0.5615700205, 0.7375643168, 1.0495686815, 1.0621621080, 1.1447085672, 0.9785024876, 0.7333214724, 1.1457830711, 1.1021490272, 0.6706227418],
    close2nd=[0.9432916672, 1.3791901232, 0.7779924090, 0.9877630128, 1.2536584302, 0.8106636776, 0.5725383186, 1.4041044374, 1.4167707870, 1.0467272440, 1.1536567397, 1.0782567474, 1.0520380104, 1.2727868634, 1.3626559608, 0.9541988585, 1.1467930189, 1.2555158936, 1.1460728323, 0.4755185928, 0.3480111302, 1.1948592881, 1.4035590142, 0.6621668899, 1.2347319256, 1.1268126243, 1.2683517007, 1.4472332756, 1.0941475471, 0.8704381822, 1.7077589780, 1.7481338387, 1.3904608799, 0.9927346331, 1.1924533692, 0.8863575194, 1.3666945635, 1.1787065497, 0.5040130758, 0.8424071733, 0.4704515257, 1.4129016038, 0.9662999855, 0.7212650319, 1.0193441873, 1.1571068874, 0.7853092303, 1.0330056618, 0.8756943146, 1.2432264567, 1.6570032160, 1.3087477493, 1.0425271526, 1.2301904847, 1.4149442205, 0.6970405351, 0.8671979897, 1.1661787720, 0.6302579567, 1.4197475552, 1.0546522502, 0.5637122844, 0.8503606007, 0.8775478471, 0.7794321074, 1.4974798111, 1.0088162048, 1.0824845094, 0.7394354690, 0.9165768244, 0.9911852203, 0.6691906525, 1.3360563554, 1.1917639961, 0.8823665696, 1.4226193679, 1.0454224601, 0.8124634832, 0.9295143772, 0.4809896131, 1.3415924803, 0.8958135432, 1.0543685018, 0.9717193289, 1.5067075176, 0.6079890763, 1.0450325958, 1.0573621827, 1.0496229033, 0.9198201880, 0.9283322830, 1.0965699957, 0.7582854546, 1.5144524791, 0.9389630001, 1.6384575771, 0.8670013272, 1.0267713728, 0.5013422212, 1.2917772726, 0.6067224660, 0.1580232861, 0.6480713574, 0.9702473921, 0.9348019775, 0.8691173010, 0.8545427888, 1.5773014528, 1.0442895404, 1.0965853837, 0.8217460677, 0.5850819278, 1.8750495035, 1.3642269745, 1.3253977421, 1.1910328524, 0.8647883736, 1.0626318818, 0.7794303296, 1.4518749629, 1.2911563050, 1.1455435959, 0.9928640080, 0.7238199928, 1.0936199187, 1.7888400752, 1.3270859077, 1.2725630064, 1.4748065376, 1.4254990111, 1.6826717073, 1.2630937809, 0.6074453974, 0.8730820549, 1.0919109739, 0.8964827300, 1.0952812053, 1.1826118186, 1.0012802632, 1.3415515623, 0.8486203555, 1.5415191484, 0.7295181956, 1.0465763626, 0.4904155981, 1.0554752590, 0.9758938363, 0.7741724663, 0.3980506703, 0.8551868837],
    mediocre=[1.7575784649, 1.5172818068, 1.6164129296, 1.4835251183, 1.4748930862, 1.2507474505, 2.1213592405, 1.5237767949, 1.3078844130, 1.9333596840, 1.8920497169, 1.9771386028, 2.1328862750, 0.7950494433, 1.7979589225, 1.9538349001, 1.7180541329, 1.2430423999, 1.4930417904, 1.1603475868, 1.2727809544, 1.4028237353, 2.2788823012, 1.6263070088, 1.8302569005, 1.4160527608, 1.6457508910, 1.4224877660, 1.3117885099, 1.4245126015, 1.7970018668, 1.5129251236, 1.8712293187, 1.6597060671, 1.5845275579, 1.3275384462, 1.2572564982, 1.8970974807, 1.6336819833, 1.9448895022, 1.3268514028, 1.2688540850, 1.1095398081, 1.1150852517, 1.3489788978, 1.9278997347, 1.9705294541, 1.6516199805, 1.6361479511, 1.7672598011, 1.7474149486, 1.5792962127, 1.1947611055, 1.8398072714, 1.5039717769, 1.4929146432, 1.4467816186, 1.0363359753, 1.3144464730, 2.2819469845, 1.6608062890, 0.9074335906, 1.5830093010, 1.6188531526, 1.8130684412, 1.4223077808, 1.6895573891, 1.7927606880, 2.2338385287, 1.8753338899, 1.1281435741, 1.8977925194, 1.7438562614, 1.5110258334, 1.8447520704, 1.3000685161, 1.7647630883, 1.6839313613, 1.8749907669, 1.0806228227, 1.1561256800, 2.2689433082, 1.7159496839, 1.7980797063, 1.5171294371, 1.6827798996, 0.9177306395, 1.8724257220, 1.2741240675, 1.5353419856, 1.3799717871, 1.6636353505, 1.3182574290, 1.4142419090, 1.6732033474, 1.7115230150, 1.7881624656, 1.2780658222, 1.3873921857, 1.8721395015, 1.5040883085, 1.9495197823, 1.4134868353, 1.9744639569, 2.0321204625, 1.8285980314, 1.7678113705, 2.0797791418, 1.5704626795, 1.1651338648, 1.5227016082, 0.9900786008, 1.7760892515, 1.6481759597, 1.6339458604, 1.7715071821, 1.3103411037, 1.6954003459, 1.5479477231, 1.3262166457, 1.0459315682, 1.8008554054, 1.5673640443, 2.0699726054, 1.3465464305, 1.9292947853, 1.6902641028, 1.3669101244, 1.5884697464, 1.9328468707, 1.7608975797, 1.4909954626, 1.5683497865, 1.7001623929, 1.8430693157, 1.0948913851, 1.7997183529, 1.3622837395, 2.0583169910, 1.1539922805, 1.3986554256, 2.1025532340, 1.7835796182, 1.5303383063, 1.7815879955, 1.2522681628, 1.2506712185, 1.3390225158, 1.5216682847, 1.4517413007],
    bad=[2.1082531806, 3.1070237862, 2.2733053536, 2.4275216143, 2.8291476698, 2.2160161747, 2.1598120236, 2.2349849432, 2.6549240196, 2.3986133804, 2.4932644432, 2.4693847127, 2.5901225790, 2.7419861239, 2.4888382316, 2.0630572023, 2.3128328060, 2.4491205183, 2.8828369504, 2.4232256569, 2.4503895187, 2.3718036667, 2.4829381759, 2.0663849212, 3.0648421059, 2.5350670054, 2.6263398108, 2.9732213146, 2.4245834427, 2.4833126992, 2.4932404386, 3.1992882920, 2.4703508959, 2.5499294736, 2.4191093799, 2.7533420824, 2.9226303247, 2.0301291338, 2.5507114557, 2.0482962493, 2.7984798842, 2.8731725223, 2.4891229522, 2.3766232366, 2.8852446893, 2.1646577024, 2.2494790886, 2.9502435093, 2.7697452581, 2.3630763767, 2.4381952749, 2.3236469181, 2.2943641163, 2.8014472547, 2.2682052721, 1.9018798897, 2.2272236546, 2.3310531758, 2.1346433149, 1.9539046441, 2.3801111962, 3.1355105045, 2.9245472638, 2.6694295347, 2.1756108507, 2.2174071719, 2.4267449670, 2.8256465661, 2.6675031481, 1.8471314948, 2.7631903694, 2.7527606007, 2.4845248036, 2.2929635791, 1.9483051464, 2.5849113751, 1.8242229752, 2.7203050561, 2.5437417222, 2.3051714257, 2.3316326920, 2.6004376147, 2.5096055281, 2.8710751568, 2.5169240271, 2.4563701875, 2.3222951122, 2.1217861059, 2.2949182647, 2.4509688414, 2.3684579475, 2.3263890955, 2.9743271295, 2.9621983931, 2.7108943013, 2.4808754147, 2.2778128047, 2.1898158502, 2.4111809012, 2.0671150825, 2.4918425040, 2.9684178936, 2.2026765526, 2.5012581958, 2.4865585475, 2.2934038992, 2.4609236054, 2.5465278363, 2.8832024656, 2.8160644637, 2.3884850361, 2.4690602497, 3.2494220818, 2.2668217402, 2.7272153732, 2.5067635106, 2.0049905416, 2.2332651352, 2.3174890834, 2.4360811287, 2.9413633767, 2.6399165423, 3.0455075084, 3.0770188637, 2.3382989307, 2.3841163597, 2.2414577002, 2.3793980250, 2.6796888459, 2.5245511845, 2.5993077267, 2.3616259192, 2.6077117721, 2.3452626462, 2.6761828670, 2.9858833078, 2.6335693688, 2.8765783605, 2.3275280052, 2.5948268463, 1.8436388305, 3.2116303959, 2.7929739609, 2.6843355434, 2.4054212038, 2.5693113848, 3.1226440272, 2.6958054695, 2.4887811106, 2.2880825478],
)

# R MCSprocedure(alpha=0.10, statistic='Tmax') survivors:
[1] "close2nd" "best"    

------------------------------------------
-               MCS p-Values             -
------------------------------------------
         Avg.Loss p-Value for H_{0,M_k} MCS p-Value
mediocre   1.5905                0.0000      0.0000
bad        2.5079                0.0000      0.0000
close2nd   1.0505                0.9002      0.9002
best       1.0463                1.0000      1.0000

Details
------------------------------------------

Number of eliminated models	:	2
The Super Set of Models is composed by	:	close2nd best
Statistic	:	Tmax
Significance level	:	0.1
Seed used for the bootstrap	:	7
