Variable;Transformation;Skewness;Kurtosis;Shapiro_Wilk_p PD_Duration;Original;1,269344774;1,533626835;8,71578E-08 PD_Duration;Yeo-Johnson;-0,025148375;-0,781931269;0,014132705 PD_Duration;Log;-2,527461686;4,75466884;5,00605E-17 PD_Duration;Square Root;0,063631656;-0,401263218;0,026194062 LEDD;Original;0,898839272;0,769150104;1,87752E-05 LEDD;Yeo-Johnson;-0,432572851;-0,501929775;0,00013987 LEDD;Log;-2,043190785;2,287069576;4,63326E-17 LEDD;Square Root;-0,387094827;-0,486213872;0,000254937 MoCA_Total;Original;-0,608239874;-0,38720521;6,13945E-06 MoCA_Total;Yeo-Johnson;-0,141766549;-1,10246001;1,92923E-05 MoCA_Total;Log;-0,860585765;0,20425733;8,17077E-07 MoCA_Total;Square Root;-0,729965121;-0,118921899;2,49738E-06 UPDRS_NonMotor;Original;0,812513821;0,728040472;0,000526596 UPDRS_NonMotor;Yeo-Johnson;0,018768144;0,243246372;0,242480765 UPDRS_NonMotor;Log;-0,8186241;1,822067219;0,001015169 UPDRS_NonMotor;Square Root;0,11715141;0,237420263;0,206079202 UPDRS_Motor;Original;0,59912636;-0,129876902;0,00076849 UPDRS_Motor;Yeo-Johnson;-0,067369577;-0,900308637;0,060891943 UPDRS_Motor;Log;-0,643361087;-0,166829904;0,000918358 UPDRS_Motor;Square Root;0,015890684;-0,851571338;0,085889611 CFRS;Original;1,664196989;2,907757114;1,8225E-10 CFRS;Yeo-Johnson;0,044854419;-1,13825964;5,88253E-06 CFRS;Log;-1,028086395;-0,895193175;1,61569E-14 CFRS;Square Root;0,293616112;-0,651234324;1,81972E-05 GAD;Original;1,408976014;1,973843846;2,70339E-08 GAD;Yeo-Johnson;-0,027467973;-0,587212551;0,011447789 GAD;Log;-2,383389798;3,969140843;5,96868E-17 GAD;Square Root;0,022360115;-0,203594949;0,010701759 GDS;Original;0,679958488;-0,590701368;8,24263E-06 GDS;Yeo-Johnson;-0,054069415;-0,851759679;0,003412125 GDS;Log;-2,744278174;5,884455456;1,28684E-17 GDS;Square Root;-0,299845461;-0,416275896;0,001311873 CERQ_Planning;Original;-0,650595597;0,520987314;0,00103719 CERQ_Planning;Yeo-Johnson;-0,045725579;-0,277285013;0,030870838 CERQ_Planning;Log;-1,424473847;3,380285756;3,51056E-07 CERQ_Planning;Square Root;-0,995179772;1,56012452;2,9189E-05 CERQ_Perspective;Original;-0,534477261;0,23899389;0,000128924 CERQ_Perspective;Yeo-Johnson;-0,035365337;-0,238933407;0,00071869 CERQ_Perspective;Log;-1,217797752;1,721901179;1,89977E-07 CERQ_Perspective;Square Root;-0,863852782;0,83425605;7,5264E-06 CERQ_Catastrophising;Original;0,880753127;1,150676029;0,00012558 CERQ_Catastrophising;Yeo-Johnson;-0,000727499;-0,265802787;0,024345833 CERQ_Catastrophising;Log;-0,13171559;-0,286231657;0,014932896 CERQ_Catastrophising;Square Root;0,35167352;0,078039967;0,013055002 CERQ_OtherBlame;Original;0,482223409;0,19518983;0,000585147 CERQ_OtherBlame;Yeo-Johnson;-0,026418118;-0,705108968;0,001733156 CERQ_OtherBlame;Log;-0,303331792;-0,826023875;0,000251699 CERQ_OtherBlame;Square Root;0,051344436;-0,611044671;0,00214788 BERQ_ActivelyApproach;Original;-0,769214463;0,863844388;1,72483E-05 BERQ_ActivelyApproach;Yeo-Johnson;-0,057526212;-0,196386512;0,000375971 BERQ_ActivelyApproach;Log;-2,034256407;5,883962757;2,15718E-10 BERQ_ActivelyApproach;Square Root;-1,321084283;2,591430058;1,17845E-07 BERQ_Ignoring;Original;0,480736052;-0,337293996;0,002481135 BERQ_Ignoring;Yeo-Johnson;-0,027148603;-0,769509611;0,014515672 BERQ_Ignoring;Log;-0,309355211;-0,742942967;0,002043967 BERQ_Ignoring;Square Root;0,077893383;-0,721089128;0,018265877 TMT_A;Original;3,562752875;12,1001598;3,821E-19 TMT_A;Yeo-Johnson;1,878172291;1,547768476;4,63745E-18 TMT_A;Log;1,892791093;1,630405653;6,11894E-18 TMT_A;Square Root;2,639887352;6,037401109;5,106E-18 TMT_A_RT;Original;7,591668031;66,34294741;5,33375E-19 TMT_A_RT;Yeo-Johnson;-0,156806494;3,99080365;0,000111209 TMT_A_RT;Log;0,987520447;6,463204789;2,76315E-06 TMT_A_RT;Square Root;4,275630679;29,52650143;9,19153E-14 TMT_B;Original;2,955626128;9,179035925;3,12261E-16 TMT_B;Yeo-Johnson;0,568862209;-1,499727114;5,20551E-13 TMT_B;Log;0,426823369;-1,812293146;3,68915E-14 TMT_B;Square Root;1,376400831;1,210800124;1,34093E-12 TMT_B_RT;Original;2,358236383;6,415076762;5,71265E-12 TMT_B_RT;Yeo-Johnson;-0,010334731;2,313086906;0,000989615 TMT_B_RT;Log;0,074173467;2,164919829;0,001061492 TMT_B_RT;Square Root;1,394758831;2,753889126;2,53239E-07 Forwards_Total;Original;-0,76013722;-0,494930173;2,42538E-10 Forwards_Total;Yeo-Johnson;-0,283215509;-1,398428422;2,18601E-10 Forwards_Total;Log;-1,088972864;0,361737031;4,97514E-11 Forwards_Total;Square Root;-0,915991456;-0,11145283;1,27617E-10 Backwards_Total;Original;0,027930696;-1,306193811;5,7023E-08 Backwards_Total;Yeo-Johnson;-0,607960795;-1,066049436;9,78416E-10 Backwards_Total;Log;-0,238252778;-1,263214989;2,93946E-08 Backwards_Total;Square Root;-0,105142512;-1,296287893;4,99682E-08 Go;Original;-0,933379689;-0,048655869;7,77918E-07 Go;Yeo-Johnson;-0,502592256;-0,926913751;5,43083E-05 Go;Log;-2,93932873;10,36415515;3,20072E-14 Go;Square Root;-1,589072667;2,321511499;8,43603E-10 NoGo;Original;-4,372045126;26,23134173;1,08879E-15 NoGo;Yeo-Johnson;-0,941614507;0,273950313;2,6482E-07 NoGo;Log;-8,69083979;80,24702925;9,48893E-21 NoGo;Square Root;-6,522320298;51,65526796;1,99823E-18 FalseAlarm;Original;4,372045126;26,23134173;1,08879E-15 FalseAlarm;Yeo-Johnson;-0,004591294;-0,716978433;7,96388E-06 FalseAlarm;Log;-1,086899822;-0,769586842;1,06962E-14 FalseAlarm;Square Root;0,943669573;2,215895557;7,32331E-07 Go_RT;Original;-1,052310207;2,947437046;0,000278104 Go_RT;Yeo-Johnson;0,030627665;0,202737311;0,898202809 Go_RT;Log;-2,020344443;8,081580565;2,33217E-08 Go_RT;Square Root;-1,488182216;4,994105084;2,89327E-06