update distributions and example data in stats

data/ex_stats/NeuroCog_dataset.csv

+,Dx,Speed,Attention,Memory,Verbal,Visual,ProbSolv,SocialCog,Age,Sex
+14,Schizophrenia,19,9,19,33,24,39,28,44,Female
+15,Schizophrenia,8,25,15,28,24,40,37,26,Male
+16,Schizophrenia,14,23,15,20,13,32,24,55,Female
+17,Schizophrenia,7,18,14,34,16,31,36,53,Male
+18,Schizophrenia,21,9,35,28,29,45,28,51,Male
+19,Schizophrenia,31,10,26,29,21,33,28,21,Male
+20,Schizophrenia,-1,8,3,20,12,29,28,53,Male
+21,Schizophrenia,17,20,27,30,32,29,44,56,Female
+22,Schizophrenia,7,30,26,26,27,30,39,48,Male
+23,Schizophrenia,37,15,17,33,21,33,24,46,Female
+24,Schizophrenia,30,27,28,34,19,30,32,48,Male
+25,Schizophrenia,26,20,22,33,18,39,36,31,Male
+26,Schizophrenia,32,23,22,29,21,31,26,45,Female
+27,Schizophrenia,36,16,38,27,23,36,28,27,Male
+28,Schizophrenia,29,42,31,28,23,37,18,44,Male
+29,Schizophrenia,21,35,42,33,35,32,27,30,Male
+30,Schizophrenia,48,32,24,37,23,42,24,43,Male
+31,Schizophrenia,36,16,30,36,37,50,23,41,Female
+32,Schizophrenia,36,37,31,32,26,30,36,36,Female
+33,Schizophrenia,46,28,33,33,21,37,32,48,Male
+34,Schizophrenia,29,28,31,28,35,45,39,52,Male
+35,Schizophrenia,27,42,35,25,19,39,49,45,Male
+36,Schizophrenia,33,21,38,28,37,48,29,27,Male
+37,Schizophrenia,32,41,38,33,24,35,39,53,Male
+38,Schizophrenia,30,36,35,42,32,35,32,33,Male
+39,Schizophrenia,32,50,38,33,21,41,27,51,Male
+40,Schizophrenia,39,31,40,28,26,37,39,45,Male
+41,Schizophrenia,45,35,36,29,19,46,32,20,Male
+42,Schizophrenia,27,21,35,34,34,39,57,59,Male
+43,Schizophrenia,28,50,47,37,18,37,33,53,Male
+44,Schizophrenia,39,34,47,30,21,40,44,49,Male
+45,Schizophrenia,22,28,37,30,46,50,40,20,Female
+46,Schizophrenia,29,29,42,36,40,50,29,35,Male
+47,Schizophrenia,47,32,39,39,24,39,34,53,Female
+48,Schizophrenia,42,31,51,30,38,50,10,40,Male
+49,Schizophrenia,25,43,42,36,46,42,24,50,Female
+50,Schizophrenia,39,34,44,29,27,41,42,57,Male
+51,Schizophrenia,32,36,37,29,35,50,40,28,Male
+52,Schizophrenia,51,32,38,40,29,37,41,45,Male
+53,Schizophrenia,34,50,46,30,41,37,32,51,Male
+54,Schizophrenia,25,38,44,40,38,32,60,31,Male
+55,Schizophrenia,43,35,49,48,43,36,29,53,Female
+56,Schizophrenia,43,17,45,40,40,50,45,40,Female
+57,Schizophrenia,38,32,38,29,48,52,42,43,Male
+58,Schizophrenia,44,31,42,33,37,61,32,28,Male
+59,Schizophrenia,39,48,45,37,24,37,53,44,Male
+60,Schizophrenia,30,46,47,44,34,40,50,30,Male
+61,Schizophrenia,37,48,53,46,38,35,39,63,Male
+62,Schizophrenia,35,40,49,44,44,46,56,25,Female
+63,Schizophrenia,46,57,52,67,34,39,27,50,Female
+64,Schizophrenia,39,53,47,48,48,41,52,25,Male
+65,Schizophrenia,41,39,44,42,57,55,50,40,Female
+66,Schizophrenia,34,43,56,51,48,65,37,25,Male
+67,Schizophrenia,48,54,51,48,46,55,31,31,Male
+68,Schizophrenia,44,51,51,53,51,52,51,29,Female
+69,Schizophrenia,48,55,46,56,57,45,52,37,Female
+70,Schizophrenia,49,63,49,42,55,50,50,30,Male
+71,Schizophrenia,55,43,63,51,55,65,41,26,Male
+79,Schizoaffective,25,11,35,30,24,45,32,49,Male
+80,Schizoaffective,26,29,28,27,26,33,32,52,Female
+81,Schizoaffective,22,21,22,32,21,31,24,64,Male
+82,Schizoaffective,14,1,20,23,15,36,37,37,Male
+83,Schizoaffective,23,30,28,34,23,29,32,51,Male
+84,Schizoaffective,32,10,26,33,19,55,24,35,Male
+85,Schizoaffective,30,31,13,25,19,35,28,56,Female
+86,Schizoaffective,13,19,15,27,26,30,44,49,Male
+87,Schizoaffective,26,20,22,32,18,37,36,46,Male
+88,Schizoaffective,27,44,24,33,26,31,36,53,Female
+89,Schizoaffective,22,23,33,27,12,45,60,37,Male
+90,Schizoaffective,33,19,20,37,43,41,19,40,Male
+91,Schizoaffective,31,38,33,26,32,35,31,40,Female
+92,Schizoaffective,32,33,32,42,26,30,37,50,Female
+93,Schizoaffective,39,31,40,40,34,35,27,46,Male
+94,Schizoaffective,34,38,38,28,24,39,53,47,Female
+95,Schizoaffective,34,30,45,32,35,40,37,39,Male
+96,Schizoaffective,42,33,47,30,32,35,39,56,Male
+97,Schizoaffective,43,26,42,33,38,45,29,37,Male
+98,Schizoaffective,24,31,33,40,41,33,59,42,Female
+99,Schizoaffective,46,21,36,42,37,41,40,28,Male
+100,Schizoaffective,44,42,44,33,32,37,31,35,Female
+101,Schizoaffective,31,34,36,36,24,55,53,33,Male
+102,Schizoaffective,34,41,40,40,40,29,45,51,Female
+103,Schizoaffective,35,47,51,48,26,31,37,57,Male
+104,Schizoaffective,27,34,35,29,55,52,41,34,Female
+105,Schizoaffective,23,41,42,48,46,29,50,52,Female
+106,Schizoaffective,29,35,38,48,41,41,56,50,Female
+107,Schizoaffective,30,47,37,37,37,52,57,27,Female
+108,Schizoaffective,37,45,42,34,44,58,40,37,Male
+109,Schizoaffective,37,38,51,40,37,48,51,52,Male
+110,Schizoaffective,38,51,61,34,43,37,39,40,Male
+111,Schizoaffective,37,45,54,51,34,37,51,43,Female
+112,Schizoaffective,39,49,44,27,43,42,65,39,Male
+113,Schizoaffective,44,42,58,59,35,32,43,44,Male
+114,Schizoaffective,41,53,47,39,30,50,63,32,Female
+115,Schizoaffective,52,58,47,48,35,40,65,43,Male
+116,Schizoaffective,45,53,58,48,41,48,53,35,Male
+117,Schizoaffective,52,54,68,53,49,58,48,32,Male
+119,Control,25,17,22,32,23,31,24,30,Male
+120,Control,27,14,17,36,16,30,15,55,Female
+121,Control,24,17,20,34,21,37,28,35,Female
+122,Control,2,2,10,29,16,35,27,51,Male
+123,Control,39,34,15,26,26,43,23,30,Male
+124,Control,21,17,26,29,26,52,51,37,Female
+125,Control,26,20,40,32,27,36,42,53,Female
+126,Control,24,23,38,39,46,33,23,37,Male
+127,Control,26,46,20,33,19,41,37,37,Male
+128,Control,34,39,29,34,32,34,24,39,Male
+129,Control,40,12,27,40,38,39,29,30,Male
+130,Control,44,25,21,37,32,43,29,43,Female
+131,Control,33,28,35,37,23,48,29,31,Male
+132,Control,37,34,27,30,18,41,43,49,Female
+133,Control,36,16,38,37,38,48,24,31,Male
+134,Control,38,33,37,32,30,42,28,48,Male
+135,Control,37,39,29,34,35,46,29,63,Male
+136,Control,37,37,38,34,34,45,32,48,Male
+137,Control,51,19,46,33,29,40,41,38,Male
+138,Control,33,63,29,39,26,37,39,63,Male
+139,Control,32,32,40,42,21,41,55,31,Male
+140,Control,28,30,42,34,30,35,64,46,Male
+141,Control,35,37,40,44,37,30,42,34,Male
+142,Control,37,32,35,37,40,45,43,53,Male
+143,Control,43,39,26,42,30,34,51,49,Female
+144,Control,35,28,48,28,38,50,50,42,Female
+145,Control,33,32,38,42,55,33,42,22,Female
+146,Control,43,50,40,36,35,45,26,57,Female
+147,Control,45,30,55,42,46,42,17,38,Female
+148,Control,41,39,40,36,34,46,42,34,Male
+149,Control,42,57,42,42,27,39,29,55,Male
+150,Control,35,45,44,40,30,41,44,38,Male
+151,Control,44,48,44,34,29,43,40,47,Male
+152,Control,23,35,35,46,40,46,53,60,Female
+153,Control,40,43,44,36,43,42,34,56,Male
+154,Control,42,39,47,39,29,42,47,56,Male
+155,Control,38,46,36,44,29,39,57,40,Female
+156,Control,36,36,47,51,37,40,43,52,Female
+157,Control,39,38,49,34,30,48,49,20,Male
+158,Control,41,47,39,40,43,39,45,30,Male
+159,Control,35,52,44,40,32,41,48,35,Male
+160,Control,39,38,55,44,34,58,27,35,Male
+161,Control,47,36,44,32,34,45,57,38,Male
+162,Control,56,36,44,39,40,45,37,48,Female
+163,Control,44,40,49,32,24,50,60,53,Male
+164,Control,40,38,37,40,43,58,44,35,Male
+165,Control,35,35,43,53,57,37,40,30,Male
+166,Control,46,37,49,51,43,43,33,55,Female
+167,Control,38,31,45,37,49,58,47,51,Male
+168,Control,36,44,49,56,38,32,47,64,Female
+169,Control,52,48,42,42,23,34,60,60,Female
+170,Control,39,46,42,46,32,43,57,43,Male
+171,Control,36,37,45,39,43,58,45,39,Female
+172,Control,40,43,26,42,51,48,50,38,Female
+173,Control,42,53,44,46,35,43,44,32,Female
+174,Control,40,32,49,44,46,46,50,42,Female
+175,Control,46,29,40,37,35,50,71,60,Female
+176,Control,48,54,45,42,35,43,45,52,Female
+177,Control,48,54,45,42,35,43,45,53,Female
+178,Control,46,40,44,39,43,48,50,36,Male
+179,Control,40,16,45,48,55,58,48,19,Male
+180,Control,53,44,36,42,38,55,41,18,Male
+181,Control,44,35,44,33,44,45,65,43,Male
+182,Control,41,46,33,53,35,43,65,56,Female
+183,Control,41,53,38,48,32,48,53,55,Male
+184,Control,54,58,44,36,41,43,41,27,Male
+185,Control,41,50,54,36,30,43,63,44,Male
+186,Control,40,45,42,40,35,42,72,39,Male
+187,Control,43,34,42,39,41,52,64,44,Female
+188,Control,48,28,45,48,43,52,52,29,Male
+189,Control,50,48,51,39,41,52,39,48,Male
+190,Control,57,36,45,46,38,50,45,21,Male
+191,Control,43,33,53,48,51,52,39,29,Male
+192,Control,36,41,51,46,43,55,50,42,Female
+193,Control,48,54,49,32,29,48,59,53,Male
+194,Control,47,40,53,53,40,45,49,55,Female
+195,Control,50,52,38,42,38,58,45,25,Male
+196,Control,37,44,52,46,40,50,58,42,Female
+197,Control,46,47,36,44,46,48,56,34,Male
+198,Control,46,53,36,48,52,35,56,55,Female
+199,Control,42,41,65,46,29,61,43,28,Male
+200,Control,46,45,49,42,37,50,59,37,Male
+201,Control,48,43,44,46,40,46,63,38,Female
+202,Control,47,44,36,48,38,52,63,52,Female
+203,Control,45,52,43,51,49,58,32,25,Female
+204,Control,50,49,54,59,48,45,24,44,Male
+205,Control,38,50,53,44,40,39,67,50,Male
+206,Control,52,41,51,44,40,52,53,37,Female
+207,Control,40,39,49,56,43,55,50,24,Female
+208,Control,45,49,49,56,30,45,59,47,Female
+209,Control,48,44,51,37,51,61,44,27,Male
+210,Control,49,49,56,59,35,45,47,53,Male
+211,Control,49,43,45,53,51,42,53,42,Female
+212,Control,47,42,53,44,54,61,37,27,Male
+213,Control,49,54,53,44,49,48,40,32,Male
+214,Control,39,52,51,40,38,61,59,48,Female
+215,Control,50,36,58,39,49,52,57,36,Male
+216,Control,49,50,38,39,55,48,64,66,Male
+217,Control,57,54,56,37,43,61,36,42,Male
+218,Control,53,60,58,32,37,48,60,56,Male
+219,Control,56,57,22,56,51,50,55,30,Male
+220,Control,52,35,58,53,49,55,44,35,Male
+221,Control,40,52,51,51,32,61,63,34,Female
+222,Control,50,67,47,48,48,40,49,55,Female
+223,Control,60,55,56,37,49,50,43,19,Male
+224,Control,57,51,60,42,37,61,49,37,Female
+225,Control,49,42,51,48,41,61,62,35,Female
+226,Control,54,47,62,42,48,61,44,31,Male
+227,Control,47,47,54,53,40,65,56,45,Male
+228,Control,49,56,51,53,41,61,48,45,Female
+229,Control,57,49,53,63,43,46,47,42,Female
+230,Control,62,46,63,48,40,52,48,23,Male
+231,Control,50,42,63,53,46,43,60,33,Female
+232,Control,52,47,47,67,49,52,51,30,Male
+233,Control,62,58,44,51,59,58,34,37,Female
+234,Control,50,54,52,56,43,50,58,34,Male
+235,Control,49,60,52,53,44,45,63,46,Female
+236,Control,53,55,47,56,59,61,39,31,Male
+237,Control,51,59,60,53,38,55,56,48,Male
+238,Control,45,51,51,59,48,43,71,50,Female
+239,Control,51,46,49,56,40,65,60,57,Male
+240,Control,53,51,51,59,44,61,51,62,Male
+241,Control,55,48,55,40,44,65,60,29,Female
+242,Control,58,55,58,53,43,45,58,29,Female
+243,Control,56,51,54,46,55,61,43,44,Male
+244,Control,49,42,47,59,65,48,63,47,Male
+245,Control,54,63,56,59,46,65,29,43,Male
+246,Control,53,46,63,46,52,55,59,30,Female
+247,Control,53,63,51,42,40,58,68,24,Male
+248,Control,58,49,53,51,44,55,67,33,Male
+249,Control,46,57,69,59,35,58,55,49,Male
+250,Control,54,53,65,56,41,61,57,32,Female
+251,Control,56,61,54,56,52,61,47,52,Female
+252,Control,50,56,53,78,48,65,39,32,Male
+253,Control,61,59,58,56,41,58,55,33,Female
+254,Control,73,48,49,63,46,65,49,33,Male
+255,Control,45,61,47,59,51,65,63,31,Male
+256,Control,45,57,61,63,63,65,42,29,Male
+257,Control,68,40,53,53,59,65,59,24,Female
+258,Control,51,56,56,63,52,61,55,33,Female
+259,Control,60,63,61,46,60,61,44,35,Male
+260,Control,74,54,56,59,57,58,41,29,Male
+261,Control,53,62,62,59,55,65,48,34,Male
+262,Control,74,62,50,53,52,65,52,24,Male
+263,Control,60,64,71,51,57,65,60,40,Male