diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js
index f5570273..a88b8686 100644
--- a/docs/build/html/searchindex.js
+++ b/docs/build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["api","changelog","examples","generated/pingouin.anova","generated/pingouin.anova_power","generated/pingouin.bayesfactor_pearson","generated/pingouin.bayesfactor_ttest","generated/pingouin.bonf","generated/pingouin.circ_axial","generated/pingouin.circ_corrcc","generated/pingouin.circ_corrcl","generated/pingouin.circ_mean","generated/pingouin.circ_r","generated/pingouin.circ_rayleigh","generated/pingouin.compute_effsize","generated/pingouin.compute_effsize_from_t","generated/pingouin.compute_esci","generated/pingouin.convert_effsize","generated/pingouin.corr","generated/pingouin.datasets.list_dataset","generated/pingouin.datasets.read_dataset","generated/pingouin.epsilon","generated/pingouin.fdr","generated/pingouin.friedman","generated/pingouin.gzscore","generated/pingouin.holm","generated/pingouin.kruskal","generated/pingouin.mad","generated/pingouin.madmedianrule","generated/pingouin.mixed_anova","generated/pingouin.multicomp","generated/pingouin.mwu","generated/pingouin.pairwise_corr","generated/pingouin.pairwise_ttests","generated/pingouin.pairwise_tukey","generated/pingouin.print_table","generated/pingouin.rm_anova","generated/pingouin.rm_corr","generated/pingouin.test_dist","generated/pingouin.test_homoscedasticity","generated/pingouin.test_normality","generated/pingouin.test_sphericity","generated/pingouin.ttest","generated/pingouin.ttest_power","generated/pingouin.wilcoxon","index"],envversion:53,filenames:["api.rst","changelog.rst","examples.rst","generated\\pingouin.anova.rst","generated\\pingouin.anova_power.rst","generated\\pingouin.bayesfactor_pearson.rst","generated\\pingouin.bayesfactor_ttest.rst","generated\\pingouin.bonf.rst","generated\\pingouin.circ_axial.rst","generated\\pingouin.circ_corrcc.rst","generated\\pingouin.circ_corrcl.rst","generated\\pingouin.circ_mean.rst","generated\\pingouin.circ_r.rst","generated\\pingouin.circ_rayleigh.rst","generated\\pingouin.compute_effsize.rst","generated\\pingouin.compute_effsize_from_t.rst","generated\\pingouin.compute_esci.rst","generated\\pingouin.convert_effsize.rst","generated\\pingouin.corr.rst","generated\\pingouin.datasets.list_dataset.rst","generated\\pingouin.datasets.read_dataset.rst","generated\\pingouin.epsilon.rst","generated\\pingouin.fdr.rst","generated\\pingouin.friedman.rst","generated\\pingouin.gzscore.rst","generated\\pingouin.holm.rst","generated\\pingouin.kruskal.rst","generated\\pingouin.mad.rst","generated\\pingouin.madmedianrule.rst","generated\\pingouin.mixed_anova.rst","generated\\pingouin.multicomp.rst","generated\\pingouin.mwu.rst","generated\\pingouin.pairwise_corr.rst","generated\\pingouin.pairwise_ttests.rst","generated\\pingouin.pairwise_tukey.rst","generated\\pingouin.print_table.rst","generated\\pingouin.rm_anova.rst","generated\\pingouin.rm_corr.rst","generated\\pingouin.test_dist.rst","generated\\pingouin.test_homoscedasticity.rst","generated\\pingouin.test_normality.rst","generated\\pingouin.test_sphericity.rst","generated\\pingouin.ttest.rst","generated\\pingouin.ttest_power.rst","generated\\pingouin.wilcoxon.rst","index.rst"],objects:{"pingouin.datasets":{list_dataset:[19,0,1,""],read_dataset:[20,0,1,""]},pingouin:{anova:[3,0,1,""],anova_power:[4,0,1,""],bayesfactor_pearson:[5,0,1,""],bayesfactor_ttest:[6,0,1,""],bonf:[7,0,1,""],circ_axial:[8,0,1,""],circ_corrcc:[9,0,1,""],circ_corrcl:[10,0,1,""],circ_mean:[11,0,1,""],circ_r:[12,0,1,""],circ_rayleigh:[13,0,1,""],compute_effsize:[14,0,1,""],compute_effsize_from_t:[15,0,1,""],compute_esci:[16,0,1,""],convert_effsize:[17,0,1,""],corr:[18,0,1,""],epsilon:[21,0,1,""],fdr:[22,0,1,""],friedman:[23,0,1,""],gzscore:[24,0,1,""],holm:[25,0,1,""],kruskal:[26,0,1,""],mad:[27,0,1,""],madmedianrule:[28,0,1,""],mixed_anova:[29,0,1,""],multicomp:[30,0,1,""],mwu:[31,0,1,""],pairwise_corr:[32,0,1,""],pairwise_ttests:[33,0,1,""],pairwise_tukey:[34,0,1,""],print_table:[35,0,1,""],rm_anova:[36,0,1,""],rm_corr:[37,0,1,""],test_dist:[38,0,1,""],test_homoscedasticity:[39,0,1,""],test_normality:[40,0,1,""],test_sphericity:[41,0,1,""],ttest:[42,0,1,""],ttest_power:[43,0,1,""],wilcoxon:[44,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0x1bc98291470":[],"10am":[],"12month":[],"2pm":[],"30e":42,"31e":[],"4e8":42,"6month":[],"6pm":[],"71e":45,"82e":[],"boolean":[3,6,14,16,27,28,29,30,33,36,38,39,40,41,42,43,45],"case":[6,11,12,13,16],"default":[1,3,6,23,26,29,31,32,33,36,42,44],"export":[3,23,26,29,32,33,36,45],"final":[],"float":[4,5,6,7,8,9,10,11,12,13,14,15,16,17,21,22,25,27,30,33,34,37,39,40,41,42,43],"function":[1,2,5,6,9,21,41,45],"import":[3,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,29,30,31,32,33,34,36,37,39,40,42,44,45],"int":[4,5,6,8,11,12,15,16,17,27,37,41,43],"long":[21,23,36,41],"new":[18,45],"null":[26,44],"return":[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,36,37,38,39,40,41,42,43,44,45],"true":[3,6,7,14,16,22,25,27,28,29,30,33,36,38,39,40,41,42,43,45],"try":45,"var":39,"while":[],Added:1,And:[],For:[3,4,42,45],Its:[],JZS:[5,6],NOT:[21,41],One:[1,3,18,29,32,36,42],The:[3,5,6,12,13,14,18,23,26,27,31,32,36,42,44],Then:[],There:[],Use:[9,45],_one:[],_subplot:[],abov:[],abs:27,absolut:[1,27],accept:[],account:[],accur:[],achiev:[4,42,43],achieved_pow:[],across:[],actual:[],adapt:[5,6,9],add:45,addit:[],adj_r2:[18,32,45],adjust:[7,18,21,22,25,30,32,33,45],administr:[],affect:43,after:[18,32],against:[3,4,18,29,32,36,37,43],agg:[],agreement:[18,32],all:[1,26,32,33],allow:[],along:[11,12,27],alpha:[4,7,8,11,12,13,16,22,25,30,33,34,39,40,41,43],also:27,altern:[1,5,6,18,42],alwai:[23,36,45],analys:18,analysi:[8,18,29,36],anderson:38,angl:[8,9,11,12,13],ani:45,ann:[5,6],anoth:45,anova:[1,4,23,26,29,34,35,36],anova_:[],anova_pow:[],antonio:[],aov:[3,29,36],api:45,appli:[23,36,44],appropri:[6,42],approxim:[],appveyor:1,arang:45,arbitrari:[],area:[1,14,17,33,34],arg:[38,39,40],argument:[],arithmet:24,around:[12,13],arrai:[7,8,9,10,11,12,13,14,16,22,24,25,27,28,30,38,39,40,41],array_lik:[7,18,22,24,25,30,31,38,39,40,42,44],articl:37,ask:13,assembl:[],assess:37,associ:[37,45],assum:[18,31,32,43],assumpt:[13,23,26],auc:[14,17,33,34],auto:[29,36,42],automat:[1,9,10,14,18,23,26,29,32,36,37,42],avail:[14,16,17,18,19,30,32,33,34],averag:[],avg:14,avoid:1,axes:[],axessubplot:[],axi:[11,12,27],axial:8,badg:[],bakdash:[1,37,45],bakeman:[3,36],balanc:34,bartlett:39,base:[10,28,45],bay:[1,5,6,18,33,42,45],bayesfactor:[5,6],bayesian:1,bayesian_ttest:[],becaus:[29,36],been:[3,29,34,36],befor:45,beforehand:45,behavior:[18,23,36],believ:[],below:[2,45],bend:[1,18,32],benjamini:[22,30,32,33],beren:[8,9,12,45],berens2009:[1,8],best:34,better:[1,18,24],between:[1,3,9,10,14,15,17,18,26,29,32,33,34],bf01:[],bf02294395:18,bf10:[1,5,6,18,33,42,45],bia:[12,13],bin:[11,12,13],binder:45,biseri:[1,31,44],bland1995:[1,20,37],blob:5,blockquot:[],bonf:[22,30,32,33],bonferroni:[1,7,30,32,33],bool:[7,22,25],bootstrap:16,borrow:10,both:[15,18,32],brain:18,brainpip:10,bug:[1,45],bui:45,build:[],calcul:[5,6,14,15,17],call:1,can:[4,23,27,30,36,45],cauchi:[6,42],caus:1,caution:[],center:[12,13],certain:8,chanegelog:[],chang:[3,23,26,29,32,33,36],changelog:[],check:[23,36,45],chi:[23,26,41],chi_sq:41,ci68:16,ci95:[18,32,45],ci99:[],ci_bt:16,ci_pm:16,circ_corrcc:1,circ_corrcl:1,circ_r:1,circ_rayleigh:1,circl:13,circstat:[9,10],circular:[1,8,9,10,11,12,13,45],classic:[],cle:[31,44],clean:1,clear:[],click:[2,45],clone:45,close:[18,32],closer:12,code:[1,5,6,10,45],coeffici:[1,5,9,10,14,16,18,32,37],cognit:[],cohen:[1,14,15,16,17,33,34,42,43,45],col1:[],col2:[],col3:[],collaps:[1,23,36],collect:[2,45],color:[3,34],column:[1,3,23,26,29,32,33,34,36,37],com:[5,6,45],come:[24,38,40,44],common:[1,8,31,37,44],commun:[],compar:31,comparison:[1,22,32],compris:[],comput:[3,5,6,8,9,10,11,12,14,15,16,18,21,23,26,29,32,33,36,37,42,45],compute_effs:[15,16,17],compute_effsize_from_t:[14,17],concentr:12,conclud:43,confid:[1,16,18,32],conserv:34,consid:29,consol:[3,23,26,29,32,33,36],constant:27,contact:45,contain:[3,21,23,26,29,32,33,34,36,37,41],continu:[31,44],contrast:45,contribut:45,control:14,convers:[14,15,17],convert:[9,14,16,17],convert_effs:[14,15,45],corr:[1,5,16,29,32,33,36,42,45],corrbf:5,correct:[1,7,12,13,14,21,22,23,25,26,29,30,31,32,33,34,36,42,44],correctli:[],correl:[1,5,9,10,14,16,18,22,31,32,37,44],correspond:[18,22,32],could:[],countri:[],cov:[16,18,45],covari:18,cover:22,coverag:1,creat:[3,23,26,29,32,33,36,45],crucial:12,csv:[3,23,26,29,32,33,36,45],cum:14,cumul:[],current:[3,23,26,29,32,33,36],curv:[1,14,17,33,34],custom:[],dai:[],darl:38,data:[3,5,6,8,11,12,13,14,16,18,20,21,23,24,26,29,31,32,33,34,36,37,38,39,40,41,42],datafram:[1,3,18,20,21,23,26,29,31,32,33,34,35,36,37,41,42,44],dataset:[1,3,8,10,18,23,26,29,32,33,34,36,37],ddof1:[29,36,45],ddof2:[29,36],ddof:41,decim:[33,35],defaul:27,defin:[],deg2rad:[8,9],degre:[3,4,8,9,23,26,29,36,37,41,42,45],delet:1,delta:[1,14,17,33,34,43],demograph:[],demonstr:[2,45],denomin:[29,36],depark:[],depend:[3,23,26,29,32,33,34,36,37],deriv:[],describ:28,design:[29,33,45],desir:[14,15,16,17],detail:[3,5,6,23,26,36,45],detect:[28,43],determin:[4,18,29,36,37,43],develop:[],deviat:[1,16,27,39],df1:45,df2:45,df_reshap:[],diff:34,differ:[23,26,34,36,38,39,40],dimens:[11,12],direct:[11,12],directli:[5,6,16],directori:[3,23,26,29,32,33,36],disagr:[18,32],discoveri:22,dispers:24,displai:35,dist:[16,38],distanc:[],distplot:16,distribut:[1,13,16,18,23,24,26,31,32,38,39,40,44],dname:20,doc:1,document:1,docutil:[],dodg:[],doe:[18,32],dof1:4,dof2:4,dof:[23,26,37,42,45],doi:18,dolan2009:[1,32],don:[],done:[],doubl:[23,36,45],down:[30,32,33],dropna:[],drug:[],due:[23,26],durat:[],each:[17,18,26,28,32],easi:[],easili:[],eff_siz:[],eff_typ:[],effect:[1,3,4,6,14,15,16,17,29,31,33,34,36,42,43,44],effsiz:[33,34,45],efsiz:[33,34,45],eftyp:[14,15,16,33,34,45],either:30,els:[],empir:[],ensur:[],entir:[14,42],environ:45,eps:[21,29,36,45],epsilon:[1,29,36],equal:[26,31,39,40,41,42,43],equal_var:39,equat:[],equival:[1,32],error:[1,7,22,25,34,42],estim:[12,13],eta:[1,3,4,14,17,29,33,34,36],evalu:4,evid:[5,6],exact:[18,32],examin:[],exampl:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,27,28,29,30,31,32,33,34,36,37,39,40,42,43,44,45],excel:[],exhaust:45,expect:[6,21,23,36,41,42],expon:38,export_filenam:[3,23,26,29,32,33,36,45],express:[9,10],extens:[3,20,23,26,29,32,33,36],extern:1,extravers:32,extrem:[],ezanova:[23,36,45],f_mway_rm:[],facilit:[],factor1:3,factor2:3,factor:[1,3,5,6,12,13,18,21,23,26,29,33,34,36,42,45],fake:[],fall:[],fals:[3,6,7,14,16,18,22,23,25,26,27,28,29,30,33,36,39,40,42,43,45],famili:[],favor:[],favour:[5,6],fdr:[1,30,32,33,45],fdr_bh:[30,32,33,45],fdr_by:[30,32,33],featur:[],feel:45,feldt:21,file:[3,23,26,29,32,33,36,45],fileexchang:[],filenam:[3,23,26,29,32,33,36],find:[],first:[6,9,10,14,18,21,31,32,33,34,41,42,44],fisher:13,fix:1,flake8:1,float_format:[],floatfmt:[33,35],fnhum:18,folder:[2,45],follow:4,format:[21,23,35,36,41],formula:[4,14],found:[5,6],four:[],fpsyg:[18,37],franc:[],free:45,freedom:[3,4,23,26,29,36,37,41,42,45],french:[],friedman:[1,36],from:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,29,30,31,32,33,34,36,37,38,39,40,42,44,45],from_dist:38,front:18,frontier:[],frontiersin:37,full:[3,23,26,29,30,32,33,36,37],furi:[],further:[],futur:[],fval:4,fwer:[],geisser:[21,29,36],gener:[3,16,18,22,45],geometr:[1,24],geometric_standard_devi:24,get:16,git:45,github:[5,6,45],given:[4,6,16,27,30,43],glass:[1,14,17,33,34,43],goal:[],gov:[],gpower:[4,43],grasp:[],greater:[],greenhous:[21,29,36],grid:35,group:[4,6,14,15,17,26,29,33,36,43,45],groupbi:[],gumbel:38,haa:18,hair:[3,34],has:[13,23,26,34],have:[3,26,29,36,39,41],head:[],hedg:[1,14,16,17,33,34,43,45],hegd:17,height:[],help:[],high:[31,43],higher:[],highlight:[],hoc:[30,33,34],hochberg:[22,30,32,33],holm:[1,30,32,33],home:[],homoscedast:[1,39,45],hour:[],how:13,howev:[3,36],hsd:34,hstack:45,html:35,http:[5,6,18,24,27,35,37,45],hue:[],hum:18,human:[],huynh:21,hypothesi:[1,5,6,7,12,18,22,25,26,30,31,42,44],idem:[],identifi:[1,23,29,33,36,45],iloc:32,imag:[],implement:22,impli:[18,32],improp:1,improv:[1,18],incid:[11,12,13],includ:[29,36,45],inde:[],indep:22,independ:[1,6,14,18,22,26,31,42,43],index:[29,36],indic:[13,18,28,32,33,34,37],individu:[7,22,25,37],inferior:[],influenc:[],info:[],initi:[1,30],inlin:[],input:[27,28],input_typ:17,insomnia:[],instal:[1,18],instanc:[],instead:[5,6],interact:[2,33,45],interest:[],interpret:[],interv:[1,16,18,32],introduc:45,intuit:[],issu:45,jasp:[3,23,29,36],jeffrei:[5,6],jupyt:[2,45],kdeplot:[],keep:[3,36],kendal:[1,18,32],kind:45,known:[8,15],kruskal:[1,3],label:[],laken:[],lambda:[],languag:[1,31,44],larg:[6,13,42],larger:[6,42],latex:35,learn:18,least:26,leffect:[],len:16,length:[12,13,16,17,38,39,40],let:[],letter:30,level:[4,30,33,34,41,43],leven:39,like:[5,6,27,28],likelihood:43,limit:22,lin:[],linear:[10,18,32],liner:[],link:[2,45],list:[3,14,19,32],list_dataset:1,liter:[],load:[20,45],loc:[16,39,42],log:24,logist:38,lognorm:24,look:[],low:[31,43],lowest:14,lthe:[],mad:[1,28],magnitud:[],mahal:1,mahalanobi:[],mai:[6,26,38,39,40,42],main:[2,45],mainli:43,maintain:45,mann:[1,31],marusich:[1,37,45],master:[5,6],match:44,math:[],mathwork:[],matlab:[1,3,5,6,9,10,18,45],matlabcentr:[],matplotlib:[],matrix:[],mauchli:[29,36,39,40,41],mcclave1991:[1,3,34],mean:[3,8,11,12,16,18,23,24,33,34,36,43,45],measur:[1,3,6,12,14,18,21,23,24,26,29,32,33,34,36,37,41,42,44,45],median:[1,26,27,28,31,44],median_absolute_devi:27,melt:[],memori:[],messag:[],meth:[],method:[7,14,16,17,18,22,25,30,32,33,34,45],might:[],mind:[3,36],minimum:18,misc:1,miscellan:1,mise:13,miss:[14,29,36,42],mix:[3,29,33,36],mixed_anova:[1,3,36,45],mne:[],mode:[8,13,45],model:[29,33],moder:[],modul:1,moment:[18,32],monoton:[18,32],more:[3,12,23,26,29,36,37,39,40,41,45],most:[],multipl:[1,7,8,22,25,30,32,37],multivari:[],multivariate_norm:[16,18,45],must:[13,16,17,18,20,26,31,43,44],mydata:[],n_boot:16,n_group:[21,41],n_observ:[],n_repetit:[],n_subj:[21,41],name:[3,20,23,26,29,30,32,33,34,36,37],nan:[9,10,18,23,26,29,32,36,37,42],navig:[2,45],ncbi:[],ndarrai:[],need:[6,16,29,36,45],neg:22,negcorr:22,net:[],neuro:8,neurosci:18,neurotic:32,ngroup:4,nice:[],night:[],nih:[],nlm:[],non:[1,3,13,26,29,31,36,44],none:[3,6,11,12,13,14,15,16,17,23,26,27,29,32,33,34,36,37,43],nonparametr:[18,32],norm:38,normal:[1,14,16,18,24,27,32,39,40,41,42],note:[3,4,5,6,8,9,10,12,13,14,18,21,23,26,31,32,34,36,37,41,42,43,44,45],notebook:[2,45],now:1,np2:[3,29,36,45],ntot:4,number:[4,8,11,12,13,16,26,35],numer:[1,29,36],numpi:[8,14,16,24,31,39,40,42,44,45],observ:[6,14,15,17,18,31,42,44],occas:37,odd:[1,14,17,33,34],often:[],old:1,one:[1,3,4,6,9,10,12,13,18,23,29,30,31,32,33,34,36,37,39,40,41,42,43,44,45],onli:[6,13,15,16,18,23,33,43,45],open:[2,18,32,45],oper:17,opposit:[],option:[15,16,17,27,41],order:[18,32],ordin:[18,32],org:[18,24,27,35,37],orient:8,origin:[16,17,45],ortiz:[],other:[1,23,36],our:[],outcom:[],outlier:[18,28,32,45],output:[1,3,7,14,15,22,23,25,26,29,30,32,33,36],output_typ:17,packag:[18,23,36,37,45],paco2:37,padjust:[32,33,45],page:[],pain:[3,34],pain_anova:3,pair:[6,14,33,37,42,43,44,45],pairwis:[1,30,32,33,34],pairwise_corr:[1,45],pairwise_ttest:[30,45],pairwise_tukei:1,panda:[1,3,18,21,23,26,29,31,32,33,34,36,41,42,44],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],parametr:[1,3,16,18,26,31,32,36,44],pars:[],partial:[3,4,29,36],particular:[],pass:16,path:[3,23,26,29,32,33,36],patient:[],pearson:[1,5,17,18,32],penguin:[],pep8:1,per:[],percbend:[18,32],percentag:[1,18,32],perform:[],permut:16,pernet:[1,18,45],pingouin:[1,2],pip:[1,45],pivot:[16,21,41],placebo:[],plain:35,pleas:[2,9,10,18,32,37,45],plot:[1,16,29],pmc3397314:[],pmc:[],pointplot:[],popul:[13,24,26],populatoin:13,posit:[18,22],post1:[],post2:[],post3:[],post:[30,33,34,42],post_hoc:33,posteriori:16,posthoc:45,power:[1,4,18,42,43,45],practic:[],pre:[42,45],presenc:1,present:[1,20],pretti:[35,45],print:[4,5,6,7,9,10,13,14,15,16,17,22,24,25,30,31,33,35,39,40,43,44,45],print_tabl:[3,23,26,29,32,33,36,45],prior:[],priori:[6,42],probabl:43,procedur:[16,34],product:[18,32],program:45,project:35,properti:41,protect:[18,32],proven:34,provid:45,psychol:18,psycholog:[],psychometrika:18,pull:45,purpos:8,pval:[7,9,10,13,22,25,30],pval_correct:[7,22,25],pvals_corr:[7,22,25,30],pvals_correct:30,pvalu:[7,22,25,30,32,33],pypi:35,python:[3,10,23,26,29,32,33,36,45],quantifi:[5,6],quantiti:12,radian:[8,9,10,11,12,13],rais:[],rand:40,randn:[],random:[10,14,16,18,24,31,39,40,42,45],rank:[1,18,23,31,32,44],raphael:45,raphaelvallat:45,rate:[7,22,25],rather:[21,41],ratio:[1,14,17,33,34],raw:[5,6,24],rayleigh:13,rbc:[31,44],read:20,read_csv:[3,23,26,29,33,36],read_dataset:[1,3,8,32,34,37],readabl:[],reason:[],reciproc:[],recommend:42,ree:18,refer:[18,45],reject:[7,22,25,30],relat:[6,42,43,44],relationship:[18,32],releas:1,reli:[],reliabl:23,remov:[9,10,14,18,23,26,29,32,36,37,42],remove_na:[29,36],remove_nan:[],repeat:[1,3,6,14,21,23,29,34,36,37,41,42,43,44,45],report:[1,3,36,45],repositori:45,repres:[],request:45,requir:[1,16,17,18,32,37,45],reshap:[],respect:[],result:[3,8,11,12,13,23,29,32,36,45],return_desc:33,return_dist:16,revers:17,rho:[18,32],richardson:[3,36],rm_anova:[1,3,29],rmcorr:37,robust:[1,18,32],rouder:[6,42],round:24,rousselet:[1,18,45],row:[14,42],rst:[],rule:[1,26,28],run:45,sake:[],same:[3,4,23,24,28,36,44],sampl:[4,5,6,8,11,12,13,15,16,17,18,24,26,28,31,34,38,39,40,42,43,44],sample1:[38,39,40],sample2:[38,39,40],satisfi:[],satterthwait:[],scale:[6,8,14,27,39,42],schwarzkopf:[1,18,32],scienc:[],scientist:[],scikit:18,scipi:45,score:[1,24],seaborn:16,second:[6,9,10,14,18,31,32,33,34,42,44],see:[3,5,6,8,24,27,35,45],seed:[14,16,18,24,31,39,40,42,45],select:14,separ:42,set:[7,14,15,17,18,22,25,31,42,44],set_opt:[],setup:45,sever:[1,45],shade:[],shape:[21,24,28,41],shepherd:[1,18,32,45],should:[3,36],show:[],side:[6,9,10,18,31,32,33,34,37,42,43,44,45],sign:[1,44],signific:[4,30,33,34,41,43],significantli:[],similar:[],simpl:[13,35,45],simpli:[],singl:[3,42],siow:[5,6],size:[1,3,4,5,6,14,15,16,17,24,26,29,31,33,34,36,39,40,42,43,44],skip:[1,18],sklearn:18,sleep:[],sleep_dataset:[],slightli:[],small:[6,26,42],smaller:[6,42],sns:16,softwar:45,some:1,sourc:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],sourceforg:[],space:[12,13],speak:[18,32],spearman:[1,18,32],specifi:[3,6,9,10,13,15,18,21,23,26,29,31,32,33,36,37,42,43,44],spheric:[1,29,36,39,40,41,45],sphertest:[],split:[1,29],spread:12,spss:[],sqrt:42,squar:[1,3,4,14,17,18,23,26,29,32,33,34,36,41],standard:[16,18,24,32,34,39],start:[],stat:[5,6,18,23,26,31,32,33,34,42,44,45],statist:[1,12,13,14,17,23,26,29,36,37,41,43,45],statsmodel:37,std:[24,33],step:[30,32,33],strictli:[18,32],string:[3,6,9,10,14,15,16,17,18,20,21,23,26,29,30,31,32,33,34,35,36,37,38,42,43,44],strong:[18,32],studi:43,subject:[1,23,29,33,36,37,45],submit:45,subset:[],suggest:[],sum:[3,31],summari:[1,3,18,23,26,29,31,32,33,34,35,36,42,44],sup:[],suppli:[12,13],support:1,svg:[],tabl:[3,23,26,29,32,33,35,36,45],tablefmt:35,tabul:35,tail:[6,9,10,18,31,32,33,34,37,42,43,44,45],take:[],taken:[],target:[],tau:[18,32],techniqu:37,test:[1,3,4,6,7,12,13,18,22,23,25,26,29,30,31,32,33,34,36,37,38,39,40,41,42,43,44],test_homoscedast:[40,41],test_norm:[39,41,45],test_spher:[1,39,40],than:[23,24,45],thei:[],themselv:[],therefor:[],thi:[1,11,12,22,29,31,36,38,45],those:[23,36],three:[],threshold:[3,34],thumb:[],ties:[23,26,31],tile:45,time:[23,29,33,36,45],too:26,tool:[5,6],toolbox:[9,10,18,45],total:[4,15],tranform:8,transform:8,translat:45,treatment:[],tree:6,trujillo:[],ttest:[6,45],ttest_ind:45,tukei:34,tutori:1,tval:15,two:[1,3,6,9,10,14,15,16,17,18,29,31,32,33,34,36,37,39,40,42,43,44],txt:45,type:[16,17,29,33,34,36,42,45],typic:26,unbias:[14,17,33,34],unc:[3,23,26,29,32,33,36,45],uncorrect:[3,9,10,23,26,29,30,32,33,36],under:[1,14,17,33,34],unequ:[34,42],uniform:[13,31],uniformli:13,unimod:8,uniqu:[],univari:[18,32],unlik:[18,32],unpair:42,urai:[5,6],use:[5,6,18,21,32,41],used:[12,13,15,23,30,32,33],useful:[16,33],uses:[14,16,31,39,42],using:[4,16,18,22,30,32,33,42],val:[18,31,33,34,42,44,45],valid:[18,20,34],vallat:45,valu:[3,4,6,7,8,9,10,13,14,15,18,22,23,24,25,26,29,30,31,32,33,34,36,37,39,40,41,42,44,45],variabl:[3,9,10,18,23,26,29,32,33,34,36,37,45],varianc:[14,39,40,41,42],vector:[8,11,12,13,16,17],veri:[],version:[21,26,31,44],visit:45,visual:[],von:13,wagemak:5,wai:[1,3,4,18,23,29,34,36],walli:[1,26],want:45,warn:[],warranti:45,weekdai:[],welch:42,welcom:45,well:[],were:45,wetzel:5,what:45,when:[1,6,15,24,33,42,43],whether:[6,9,10,18,28,29,31,32,33,34,36,37,42,43,44],which:[18,26,32],whitnei:[1,31],who:45,width:[],wiki:[24,27],wikipedia:[24,27],wilcox:[1,18,28,32,45],wilcoxon:[1,31],window:1,wise:[],within:[1,23,29,33,36,37,45],without:[3,20,23,26,29,32,33,36],word:[],work:26,would:[5,6],written:45,www:37,yekuti:[22,30,32,33],yet:45,you:[5,6,23,36,45],your:[21,41],zellner:[5,6],zimmerman:42},titles:["API reference","What\u2019s new","Examples","pingouin.anova","pingouin.anova_power","pingouin.bayesfactor_pearson","pingouin.bayesfactor_ttest","pingouin.bonf","pingouin.circ_axial","pingouin.circ_corrcc","pingouin.circ_corrcl","pingouin.circ_mean","pingouin.circ_r","pingouin.circ_rayleigh","pingouin.compute_effsize","pingouin.compute_effsize_from_t","pingouin.compute_esci","pingouin.convert_effsize","pingouin.corr","pingouin.datasets.list_dataset","pingouin.datasets.read_dataset","pingouin.epsilon","pingouin.fdr","pingouin.friedman","pingouin.gzscore","pingouin.holm","pingouin.kruskal","pingouin.mad","pingouin.madmedianrule","pingouin.mixed_anova","pingouin.multicomp","pingouin.mwu","pingouin.pairwise_corr","pingouin.pairwise_ttests","pingouin.pairwise_tukey","pingouin.print_table","pingouin.rm_anova","pingouin.rm_corr","pingouin.test_dist","pingouin.test_homoscedasticity","pingouin.test_normality","pingouin.test_sphericity","pingouin.ttest","pingouin.ttest_power","pingouin.wilcoxon","Installation"],titleterms:{"1dev":[],"function":[],"new":1,One:45,The:[],Using:[],abov:[],acknowledg:45,all:[],anova:[0,3,45],anova_pow:4,api:0,april:1,arrai:[],assumpt:[],author:[],bayesfactor_pearson:5,bayesfactor_ttest:6,bayesian:0,between:45,binder:[],bonf:7,bonu:[],calcul:[],chanegelog:[],changelog:[],check:[],circ_axi:8,circ_corrcc:9,circ_corrcl:10,circ_mean:11,circ_r:12,circ_rayleigh:13,circular:0,column:45,comparison:[0,45],comput:[],compute_effs:14,compute_effsize_from_t:15,compute_esci:16,content:45,convert:45,convert_effs:17,corr:18,correct:45,correl:[0,45],current:[],data:45,datafram:45,dataset:[0,19,20],depend:45,descript:[],design:[],develop:45,direct:[],distribut:0,document:[],effect:[0,45],epsilon:21,exampl:2,factor:[],fake:[],fdr:22,featur:[],friedman:23,from:[],futur:[],group:[],gzscore:24,hoc:45,holm:25,insomnia:[],instal:45,interact:[],introduct:[],juli:1,june:1,kruskal:[26,45],laken:[],list_dataset:19,load:[],mad:27,madmedianrul:28,mahal:[],main:[],mean:[],measur:[],minut:45,miscellan:0,mix:45,mixed_anova:29,multicomp:30,multipl:[0,45],mwu:31,non:45,normal:45,numpi:[],one:[],output:45,pairwis:45,pairwise_corr:32,pairwise_ttest:33,pairwise_tukei:34,panda:45,parametr:45,pearson:45,perform:[],pingouin:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],post:45,power:0,print_tabl:35,quick:45,read_dataset:20,refer:0,repeat:[],reshape_data:[],rm_anova:36,rm_corr:37,robust:45,size:[0,45],start:45,std:[],studi:[],summari:[],support:[],test:[0,45],test_dist:38,test_homoscedast:39,test_norm:40,test_spher:41,ttest:42,ttest_pow:43,tutori:[],two:45,user:45,using:45,valu:[],wai:45,walli:45,what:1,wilcoxon:44,within:[]}})
\ No newline at end of file
+Search.setIndex({docnames:["api","changelog","examples","generated/pingouin.anova","generated/pingouin.anova_power","generated/pingouin.bayesfactor_pearson","generated/pingouin.bayesfactor_ttest","generated/pingouin.bonf","generated/pingouin.circ_axial","generated/pingouin.circ_corrcc","generated/pingouin.circ_corrcl","generated/pingouin.circ_mean","generated/pingouin.circ_r","generated/pingouin.circ_rayleigh","generated/pingouin.compute_effsize","generated/pingouin.compute_effsize_from_t","generated/pingouin.compute_esci","generated/pingouin.convert_effsize","generated/pingouin.corr","generated/pingouin.datasets.list_dataset","generated/pingouin.datasets.read_dataset","generated/pingouin.epsilon","generated/pingouin.fdr","generated/pingouin.friedman","generated/pingouin.gzscore","generated/pingouin.holm","generated/pingouin.kruskal","generated/pingouin.mad","generated/pingouin.madmedianrule","generated/pingouin.mixed_anova","generated/pingouin.multicomp","generated/pingouin.mwu","generated/pingouin.pairwise_corr","generated/pingouin.pairwise_ttests","generated/pingouin.pairwise_tukey","generated/pingouin.print_table","generated/pingouin.rm_anova","generated/pingouin.rm_corr","generated/pingouin.test_dist","generated/pingouin.test_homoscedasticity","generated/pingouin.test_normality","generated/pingouin.test_sphericity","generated/pingouin.ttest","generated/pingouin.ttest_power","generated/pingouin.wilcoxon","index"],envversion:53,filenames:["api.rst","changelog.rst","examples.rst","generated\\pingouin.anova.rst","generated\\pingouin.anova_power.rst","generated\\pingouin.bayesfactor_pearson.rst","generated\\pingouin.bayesfactor_ttest.rst","generated\\pingouin.bonf.rst","generated\\pingouin.circ_axial.rst","generated\\pingouin.circ_corrcc.rst","generated\\pingouin.circ_corrcl.rst","generated\\pingouin.circ_mean.rst","generated\\pingouin.circ_r.rst","generated\\pingouin.circ_rayleigh.rst","generated\\pingouin.compute_effsize.rst","generated\\pingouin.compute_effsize_from_t.rst","generated\\pingouin.compute_esci.rst","generated\\pingouin.convert_effsize.rst","generated\\pingouin.corr.rst","generated\\pingouin.datasets.list_dataset.rst","generated\\pingouin.datasets.read_dataset.rst","generated\\pingouin.epsilon.rst","generated\\pingouin.fdr.rst","generated\\pingouin.friedman.rst","generated\\pingouin.gzscore.rst","generated\\pingouin.holm.rst","generated\\pingouin.kruskal.rst","generated\\pingouin.mad.rst","generated\\pingouin.madmedianrule.rst","generated\\pingouin.mixed_anova.rst","generated\\pingouin.multicomp.rst","generated\\pingouin.mwu.rst","generated\\pingouin.pairwise_corr.rst","generated\\pingouin.pairwise_ttests.rst","generated\\pingouin.pairwise_tukey.rst","generated\\pingouin.print_table.rst","generated\\pingouin.rm_anova.rst","generated\\pingouin.rm_corr.rst","generated\\pingouin.test_dist.rst","generated\\pingouin.test_homoscedasticity.rst","generated\\pingouin.test_normality.rst","generated\\pingouin.test_sphericity.rst","generated\\pingouin.ttest.rst","generated\\pingouin.ttest_power.rst","generated\\pingouin.wilcoxon.rst","index.rst"],objects:{"pingouin.datasets":{list_dataset:[19,0,1,""],read_dataset:[20,0,1,""]},pingouin:{anova:[3,0,1,""],anova_power:[4,0,1,""],bayesfactor_pearson:[5,0,1,""],bayesfactor_ttest:[6,0,1,""],bonf:[7,0,1,""],circ_axial:[8,0,1,""],circ_corrcc:[9,0,1,""],circ_corrcl:[10,0,1,""],circ_mean:[11,0,1,""],circ_r:[12,0,1,""],circ_rayleigh:[13,0,1,""],compute_effsize:[14,0,1,""],compute_effsize_from_t:[15,0,1,""],compute_esci:[16,0,1,""],convert_effsize:[17,0,1,""],corr:[18,0,1,""],epsilon:[21,0,1,""],fdr:[22,0,1,""],friedman:[23,0,1,""],gzscore:[24,0,1,""],holm:[25,0,1,""],kruskal:[26,0,1,""],mad:[27,0,1,""],madmedianrule:[28,0,1,""],mixed_anova:[29,0,1,""],multicomp:[30,0,1,""],mwu:[31,0,1,""],pairwise_corr:[32,0,1,""],pairwise_ttests:[33,0,1,""],pairwise_tukey:[34,0,1,""],print_table:[35,0,1,""],rm_anova:[36,0,1,""],rm_corr:[37,0,1,""],test_dist:[38,0,1,""],test_homoscedasticity:[39,0,1,""],test_normality:[40,0,1,""],test_sphericity:[41,0,1,""],ttest:[42,0,1,""],ttest_power:[43,0,1,""],wilcoxon:[44,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0x1bc98291470":[],"10am":[],"12month":[],"2pm":[],"30e":42,"31e":[],"4e8":42,"6month":[],"6pm":[],"71e":45,"82e":[],"boolean":[3,6,14,16,27,28,29,30,33,36,38,39,40,41,42,43,45],"case":[6,11,12,13,16],"default":[1,3,6,23,26,29,31,32,33,36,42,44],"export":[3,23,26,29,32,33,36,45],"final":[],"float":[4,5,6,7,8,9,10,11,12,13,14,15,16,17,21,22,25,27,30,33,34,37,39,40,41,42,43],"function":[1,2,5,6,9,21,41,45],"import":[3,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,29,30,31,32,33,34,36,37,39,40,42,44,45],"int":[4,5,6,8,11,12,15,16,17,27,37,41,43],"long":[21,23,36,41],"new":[18,45],"null":[26,44],"return":[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,36,37,38,39,40,41,42,43,44,45],"true":[3,6,7,14,16,22,25,27,28,29,30,33,36,38,39,40,41,42,43,45],"try":45,"var":39,"while":[],Added:1,And:[],For:[3,4,42,45],Its:[],JZS:[5,6],NOT:[21,41],One:[1,3,18,29,32,36,42],The:[3,5,6,12,13,14,18,23,26,27,31,32,36,42,44],Then:[],There:[],Use:[9,45],_one:[],_subplot:[],abov:[],abs:27,absolut:[1,27],accept:[],account:[],accur:[],achiev:[4,42,43],achieved_pow:[],across:[],actual:[],adapt:[5,6,9],add:45,addit:[],adj_r2:[18,32,45],adjust:[7,18,21,22,25,30,32,33,45],administr:[],affect:43,after:[18,32],against:[3,4,18,29,32,36,37,43],agg:[],agreement:[18,32],all:[1,26,32,33],allow:[],along:[11,12,27],alpha:[4,7,8,11,12,13,16,22,25,30,33,34,39,40,41,43],also:27,altern:[1,5,6,18,42],alwai:[23,36,45],analys:18,analysi:[8,18,29,36],anderson:38,angl:[8,9,11,12,13],ani:45,ann:[5,6],anoth:45,anova:[1,4,23,26,29,34,35,36],anova_:[],anova_pow:[],antonio:[],aov:[3,29,36],api:45,appli:[23,36,44],appropri:[6,42],approxim:[],appveyor:1,arang:45,arbitrari:[],area:[1,14,17,33,34],arg:[38,39,40],argument:[],arithmet:24,around:[12,13],arrai:[7,8,9,10,11,12,13,14,16,22,24,25,27,28,30,38,39,40,41],array_lik:[7,18,22,24,25,30,31,38,39,40,42,44],articl:37,ask:13,assembl:[],assess:37,associ:[37,45],assum:[18,31,32,43],assumpt:[13,23,26],auc:[14,17,33,34],auto:[29,36,42],automat:[1,9,10,14,18,23,26,29,32,36,37,42],avail:[14,16,17,18,19,30,32,33,34],averag:[],avg:14,avoid:1,axes:[],axessubplot:[],axi:[11,12,27],axial:8,badg:[],bakdash:[1,37,45],bakeman:[3,36],balanc:34,bartlett:39,base:[10,28,45],bay:[1,5,6,18,33,42,45],bayesfactor:[5,6],bayesian:1,bayesian_ttest:[],becaus:[29,36],been:[3,29,34,36],befor:45,beforehand:45,behavior:[18,23,36],believ:[],below:[2,45],bend:[1,18,32],benjamini:[22,30,32,33],beren:[8,9,12,45],berens2009:[1,8],best:34,better:[1,18,24],between:[1,3,9,10,14,15,17,18,26,29,32,33,34],bf01:[],bf02294395:18,bf10:[1,5,6,18,33,42,45],bia:[12,13],bin:[11,12,13],binder:[1,45],biseri:[1,31,44],bland1995:[1,20,37],blob:5,blockquot:[],bonf:[22,30,32,33],bonferroni:[1,7,30,32,33],bool:[7,22,25],bootstrap:16,borrow:10,both:[15,18,32],brain:18,brainpip:10,bug:[1,45],bui:45,build:[],calcul:[5,6,14,15,17],call:1,can:[4,23,27,30,36,45],cauchi:[6,42],caus:1,caution:[],center:[12,13],certain:8,chanegelog:[],chang:[3,23,26,29,32,33,36],changelog:[],check:[23,36,45],chi:[23,26,41],chi_sq:41,ci68:16,ci95:[18,32,45],ci99:[],ci_bt:16,ci_pm:16,circ_corrcc:1,circ_corrcl:1,circ_r:1,circ_rayleigh:1,circl:13,circstat:[9,10],circular:[1,8,9,10,11,12,13,45],classic:[],cle:[31,44],clean:1,clear:[],click:[2,45],clone:45,close:[18,32],closer:12,code:[1,5,6,10,45],coeffici:[1,5,9,10,14,16,18,32,37],cognit:[],cohen:[1,14,15,16,17,33,34,42,43,45],col1:[],col2:[],col3:[],collaps:[1,23,36],collect:[2,45],color:[3,34],column:[1,3,23,26,29,32,33,34,36,37],com:[5,6,45],come:[24,38,40,44],common:[1,8,31,37,44],commun:[],compar:31,comparison:[1,22,32],compris:[],comput:[3,5,6,8,9,10,11,12,14,15,16,18,21,23,26,29,32,33,36,37,42,45],compute_effs:[15,16,17],compute_effsize_from_t:[14,17],concentr:12,conclud:43,confid:[1,16,18,32],conserv:34,consid:29,consol:[3,23,26,29,32,33,36],constant:27,contact:45,contain:[3,21,23,26,29,32,33,34,36,37,41],continu:[31,44],contrast:45,contribut:45,control:14,convers:[14,15,17],convert:[9,14,16,17],convert_effs:[14,15,45],corr:[1,5,16,29,32,33,36,42,45],corrbf:5,correct:[1,7,12,13,14,21,22,23,25,26,29,30,31,32,33,34,36,42,44],correctli:[],correl:[1,5,9,10,14,16,18,22,31,32,37,44],correspond:[18,22,32],could:[],countri:[],cov:[16,18,45],covari:18,cover:22,coverag:1,creat:[3,23,26,29,32,33,36,45],crucial:12,csv:[3,23,26,29,32,33,36,45],cum:14,cumul:[],current:[3,23,26,29,32,33,36],curv:[1,14,17,33,34],custom:[],dai:[],darl:38,data:[3,5,6,8,11,12,13,14,16,18,20,21,23,24,26,29,31,32,33,34,36,37,38,39,40,41,42],datafram:[1,3,18,20,21,23,26,29,31,32,33,34,35,36,37,41,42,44],dataset:[1,3,8,10,18,23,26,29,32,33,34,36,37],ddof1:[29,36,45],ddof2:[29,36],ddof:41,decim:[33,35],defaul:27,defin:[],deg2rad:[8,9],degre:[3,4,8,9,23,26,29,36,37,41,42,45],delet:1,delta:[1,14,17,33,34,43],demograph:[],demonstr:[2,45],denomin:[29,36],depark:[],depend:[3,23,26,29,32,33,34,36,37],deriv:[],describ:28,design:[29,33,45],desir:[14,15,16,17],detail:[3,5,6,23,26,36,45],detect:[28,43],determin:[4,18,29,36,37,43],develop:[],deviat:[1,16,27,39],df1:45,df2:45,df_reshap:[],diff:34,differ:[23,26,34,36,38,39,40],dimens:[11,12],direct:[11,12],directli:[5,6,16],directori:[3,23,26,29,32,33,36],disagr:[18,32],discoveri:22,dispers:24,displai:35,dist:[16,38],distanc:[],distplot:16,distribut:[1,13,16,18,23,24,26,31,32,38,39,40,44],dname:20,doc:1,document:1,docutil:[],dodg:[],doe:[18,32],dof1:4,dof2:4,dof:[23,26,37,42,45],doi:18,dolan2009:[1,32],don:[],done:[],doubl:[23,36,45],down:[30,32,33],dropna:[],drug:[],due:[23,26],durat:[],each:[17,18,26,28,32],easi:[],easili:[],eff_siz:[],eff_typ:[],effect:[1,3,4,6,14,15,16,17,29,31,33,34,36,42,43,44],effsiz:[33,34,45],efsiz:[33,34,45],eftyp:[14,15,16,33,34,45],either:30,els:[],empir:[],ensur:[],entir:[14,42],environ:45,eps:[21,29,36,45],epsilon:[1,29,36],equal:[26,31,39,40,41,42,43],equal_var:39,equat:[],equival:[1,32],error:[1,7,22,25,34,42],estim:[12,13],eta:[1,3,4,14,17,29,33,34,36],evalu:4,evid:[5,6],exact:[18,32],examin:[],exampl:[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,27,28,29,30,31,32,33,34,36,37,39,40,42,43,44,45],excel:[],exhaust:45,expect:[6,21,23,36,41,42],expon:38,export_filenam:[3,23,26,29,32,33,36,45],express:[9,10],extens:[3,20,23,26,29,32,33,36],extern:1,extravers:32,extrem:[],ezanova:[23,36,45],f_mway_rm:[],facilit:[],factor1:3,factor2:3,factor:[1,3,5,6,12,13,18,21,23,26,29,33,34,36,42,45],fake:[],fall:[],fals:[3,6,7,14,16,18,22,23,25,26,27,28,29,30,33,36,39,40,42,43,45],famili:[],favor:[],favour:[5,6],fdr:[1,30,32,33,45],fdr_bh:[30,32,33,45],fdr_by:[30,32,33],featur:[],feel:45,feldt:21,file:[3,23,26,29,32,33,36,45],fileexchang:[],filenam:[3,23,26,29,32,33,36],find:[],first:[6,9,10,14,18,21,31,32,33,34,41,42,44],fisher:13,fix:1,flake8:1,float_format:[],floatfmt:[33,35],fnhum:18,folder:[2,45],follow:4,format:[21,23,35,36,41],formula:[4,14],found:[5,6],four:[],fpsyg:[18,37],franc:[],free:45,freedom:[3,4,23,26,29,36,37,41,42,45],french:[],friedman:[1,36],from:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,29,30,31,32,33,34,36,37,38,39,40,42,44,45],from_dist:38,front:18,frontier:[],frontiersin:37,full:[3,23,26,29,30,32,33,36,37],furi:[],further:[],futur:[],fval:4,fwer:[],geisser:[21,29,36],gener:[3,16,18,22,45],geometr:[1,24],geometric_standard_devi:24,get:16,git:45,github:[5,6,45],given:[4,6,16,27,30,43],glass:[1,14,17,33,34,43],goal:[],gov:[],gpower:[4,43],grasp:[],greater:[],greenhous:[21,29,36],grid:35,group:[4,6,14,15,17,26,29,33,36,43,45],groupbi:[],gumbel:38,haa:18,hair:[3,34],has:[13,23,26,34],have:[3,26,29,36,39,41],head:[],hedg:[1,14,16,17,33,34,43,45],hegd:17,height:[],help:[],high:[31,43],higher:[],highlight:[],hoc:[30,33,34],hochberg:[22,30,32,33],holm:[1,30,32,33],home:[],homoscedast:[1,39,45],hour:[],how:13,howev:[3,36],hsd:34,hstack:45,html:35,http:[5,6,18,24,27,35,37,45],hue:[],hum:18,human:[],huynh:21,hypothesi:[1,5,6,7,12,18,22,25,26,30,31,42,44],idem:[],identifi:[1,23,29,33,36,45],iloc:32,imag:[],implement:22,impli:[18,32],improp:1,improv:[1,18],incid:[11,12,13],includ:[29,36,45],inde:[],indep:22,independ:[1,6,14,18,22,26,31,42,43],index:[29,36],indic:[13,18,28,32,33,34,37],individu:[7,22,25,37],inferior:[],influenc:[],info:[],initi:[1,30],inlin:[],input:[27,28],input_typ:17,insomnia:[],instal:[1,18],instanc:[],instead:[5,6],integr:1,interact:[2,33,45],interest:[],interpret:[],interv:[1,16,18,32],introduc:45,intuit:[],issu:45,jasp:[3,23,29,36],jeffrei:[5,6],jupyt:[1,2,45],kdeplot:[],keep:[3,36],kendal:[1,18,32],kind:45,known:[8,15],kruskal:[1,3],label:[],laken:[],lambda:[],languag:[1,31,44],larg:[6,13,42],larger:[6,42],latex:35,learn:18,least:26,leffect:[],len:16,length:[12,13,16,17,38,39,40],let:[],letter:30,level:[4,30,33,34,41,43],leven:39,like:[5,6,27,28],likelihood:43,limit:22,lin:[],linear:[10,18,32],liner:[],link:[2,45],list:[3,14,19,32],list_dataset:1,liter:[],load:[20,45],loc:[16,39,42],log:24,logist:38,lognorm:24,look:[],low:[31,43],lowest:14,lthe:[],mad:[1,28],magnitud:[],mahal:1,mahalanobi:[],mai:[6,26,38,39,40,42],main:[2,45],mainli:43,maintain:45,mann:[1,31],marusich:[1,37,45],master:[5,6],match:44,math:[],mathwork:[],matlab:[1,3,5,6,9,10,18,45],matlabcentr:[],matplotlib:[],matrix:[],mauchli:[29,36,39,40,41],mcclave1991:[1,3,34],mean:[3,8,11,12,16,18,23,24,33,34,36,43,45],measur:[1,3,6,12,14,18,21,23,24,26,29,32,33,34,36,37,41,42,44,45],median:[1,26,27,28,31,44],median_absolute_devi:27,melt:[],memori:[],messag:[],meth:[],method:[7,14,16,17,18,22,25,30,32,33,34,45],might:[],mind:[3,36],minimum:18,misc:1,miscellan:1,mise:13,miss:[14,29,36,42],mix:[3,29,33,36],mixed_anova:[1,3,36,45],mne:[],mode:[8,13,45],model:[29,33],moder:[],modul:1,moment:[18,32],monoton:[18,32],more:[3,12,23,26,29,36,37,39,40,41,45],most:[],multipl:[1,7,8,22,25,30,32,37],multivari:[],multivariate_norm:[16,18,45],must:[13,16,17,18,20,26,31,43,44],mydata:[],n_boot:16,n_group:[21,41],n_observ:[],n_repetit:[],n_subj:[21,41],name:[3,20,23,26,29,30,32,33,34,36,37],nan:[9,10,18,23,26,29,32,36,37,42],navig:[2,45],ncbi:[],ndarrai:[],need:[6,16,29,36,45],neg:22,negcorr:22,net:[],neuro:8,neurosci:18,neurotic:32,ngroup:4,nice:[],night:[],nih:[],nlm:[],non:[1,3,13,26,29,31,36,44],none:[3,6,11,12,13,14,15,16,17,23,26,27,29,32,33,34,36,37,43],nonparametr:[18,32],norm:38,normal:[1,14,16,18,24,27,32,39,40,41,42],note:[3,4,5,6,8,9,10,12,13,14,18,21,23,26,31,32,34,36,37,41,42,43,44,45],notebook:[1,2,45],now:1,np2:[3,29,36,45],ntot:4,number:[4,8,11,12,13,16,26,35],numer:[1,29,36],numpi:[8,14,16,24,31,39,40,42,44,45],observ:[6,14,15,17,18,31,42,44],occas:37,odd:[1,14,17,33,34],often:[],old:1,one:[1,3,4,6,9,10,12,13,18,23,29,30,31,32,33,34,36,37,39,40,41,42,43,44,45],onli:[6,13,15,16,18,23,33,43,45],open:[2,18,32,45],oper:17,opposit:[],option:[15,16,17,27,41],order:[18,32],ordin:[18,32],org:[18,24,27,35,37],orient:8,origin:[16,17,45],ortiz:[],other:[1,23,36],our:[],outcom:[],outlier:[18,28,32,45],output:[1,3,7,14,15,22,23,25,26,29,30,32,33,36],output_typ:17,packag:[18,23,36,37,45],paco2:37,padjust:[32,33,45],page:[],pain:[3,34],pain_anova:3,pair:[6,14,33,37,42,43,44,45],pairwis:[1,30,32,33,34],pairwise_corr:[1,45],pairwise_ttest:[30,45],pairwise_tukei:1,panda:[1,3,18,21,23,26,29,31,32,33,34,36,41,42,44],paramet:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44],parametr:[1,3,16,18,26,31,32,36,44],pars:[],partial:[3,4,29,36],particular:[],pass:16,path:[3,23,26,29,32,33,36],patient:[],pearson:[1,5,17,18,32],penguin:[],pep8:1,per:[],percbend:[18,32],percentag:[1,18,32],perform:[],permut:16,pernet:[1,18,45],pingouin:[1,2],pip:[1,45],pivot:[16,21,41],placebo:[],plain:35,pleas:[2,9,10,18,32,37,45],plot:[1,16,29],pmc3397314:[],pmc:[],pointplot:[],popul:[13,24,26],populatoin:13,posit:[18,22],post1:[],post2:[],post3:[],post:[30,33,34,42],post_hoc:33,posteriori:16,posthoc:45,power:[1,4,18,42,43,45],practic:[],pre:[42,45],presenc:1,present:[1,20],pretti:[35,45],print:[4,5,6,7,9,10,13,14,15,16,17,22,24,25,30,31,33,35,39,40,43,44,45],print_tabl:[3,23,26,29,32,33,36,45],prior:[],priori:[6,42],probabl:43,procedur:[16,34],product:[18,32],program:45,project:35,properti:41,protect:[18,32],proven:34,provid:45,psychol:18,psycholog:[],psychometrika:18,pull:45,purpos:8,pval:[7,9,10,13,22,25,30],pval_correct:[7,22,25],pvals_corr:[7,22,25,30],pvals_correct:30,pvalu:[7,22,25,30,32,33],pypi:35,python:[3,10,23,26,29,32,33,36,45],quantifi:[5,6],quantiti:12,radian:[8,9,10,11,12,13],rais:[],rand:40,randn:[],random:[10,14,16,18,24,31,39,40,42,45],rank:[1,18,23,31,32,44],raphael:45,raphaelvallat:45,rate:[7,22,25],rather:[21,41],ratio:[1,14,17,33,34],raw:[5,6,24],rayleigh:13,rbc:[31,44],read:20,read_csv:[3,23,26,29,33,36],read_dataset:[1,3,8,32,34,37],readabl:[],reason:[],reciproc:[],recommend:42,ree:18,refer:[18,45],reject:[7,22,25,30],relat:[6,42,43,44],relationship:[18,32],releas:1,reli:[],reliabl:23,remov:[9,10,14,18,23,26,29,32,36,37,42],remove_na:[29,36],remove_nan:[],repeat:[1,3,6,14,21,23,29,34,36,37,41,42,43,44,45],report:[1,3,36,45],repositori:45,repres:[],request:45,requir:[1,16,17,18,32,37,45],reshap:[],respect:[],result:[3,8,11,12,13,23,29,32,36,45],return_desc:33,return_dist:16,revers:17,rho:[18,32],richardson:[3,36],rm_anova:[1,3,29],rmcorr:37,robust:[1,18,32],rouder:[6,42],round:24,rousselet:[1,18,45],row:[14,42],rst:[],rule:[1,26,28],run:45,sake:[],same:[3,4,23,24,28,36,44],sampl:[4,5,6,8,11,12,13,15,16,17,18,24,26,28,31,34,38,39,40,42,43,44],sample1:[38,39,40],sample2:[38,39,40],satisfi:[],satterthwait:[],scale:[6,8,14,27,39,42],schwarzkopf:[1,18,32],scienc:[],scientist:[],scikit:18,scipi:45,score:[1,24],seaborn:16,second:[6,9,10,14,18,31,32,33,34,42,44],see:[3,5,6,8,24,27,35,45],seed:[14,16,18,24,31,39,40,42,45],select:14,separ:42,set:[7,14,15,17,18,22,25,31,42,44],set_opt:[],setup:45,sever:[1,45],shade:[],shape:[21,24,28,41],shepherd:[1,18,32,45],should:[3,36],show:[],side:[6,9,10,18,31,32,33,34,37,42,43,44,45],sign:[1,44],signific:[4,30,33,34,41,43],significantli:[],similar:[],simpl:[13,35,45],simpli:[],singl:[3,42],siow:[5,6],size:[1,3,4,5,6,14,15,16,17,24,26,29,31,33,34,36,39,40,42,43,44],skip:[1,18],sklearn:18,sleep:[],sleep_dataset:[],slightli:[],small:[6,26,42],smaller:[6,42],sns:16,softwar:45,some:1,sourc:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],sourceforg:[],space:[12,13],speak:[18,32],spearman:[1,18,32],specifi:[3,6,9,10,13,15,18,21,23,26,29,31,32,33,36,37,42,43,44],spheric:[1,29,36,39,40,41,45],sphertest:[],split:[1,29],spread:12,spss:[],sqrt:42,squar:[1,3,4,14,17,18,23,26,29,32,33,34,36,41],standard:[16,18,24,32,34,39],start:[],stat:[5,6,18,23,26,31,32,33,34,42,44,45],statist:[1,12,13,14,17,23,26,29,36,37,41,43,45],statsmodel:37,std:[24,33],step:[30,32,33],strictli:[18,32],string:[3,6,9,10,14,15,16,17,18,20,21,23,26,29,30,31,32,33,34,35,36,37,38,42,43,44],strong:[18,32],studi:43,subject:[1,23,29,33,36,37,45],submit:45,subset:[],suggest:[],sum:[3,31],summari:[1,3,18,23,26,29,31,32,33,34,35,36,42,44],sup:[],suppli:[12,13],support:1,svg:[],tabl:[3,23,26,29,32,33,35,36,45],tablefmt:35,tabul:35,tail:[6,9,10,18,31,32,33,34,37,42,43,44,45],take:[],taken:[],target:[],tau:[18,32],techniqu:37,test:[1,3,4,6,7,12,13,18,22,23,25,26,29,30,31,32,33,34,36,37,38,39,40,41,42,43,44],test_homoscedast:[40,41],test_norm:[39,41,45],test_spher:[1,39,40],than:[23,24,45],thei:[],themselv:[],therefor:[],thi:[1,11,12,22,29,31,36,38,45],those:[23,36],three:[],threshold:[3,34],thumb:[],ties:[23,26,31],tile:45,time:[23,29,33,36,45],too:26,tool:[5,6],toolbox:[9,10,18,45],total:[4,15],tranform:8,transform:8,translat:45,treatment:[],tree:6,trujillo:[],ttest:[6,45],ttest_ind:45,tukei:34,tutori:1,tval:15,two:[1,3,6,9,10,14,15,16,17,18,29,31,32,33,34,36,37,39,40,42,43,44],txt:45,type:[16,17,29,33,34,36,42,45],typic:26,unbias:[14,17,33,34],unc:[3,23,26,29,32,33,36,45],uncorrect:[3,9,10,23,26,29,30,32,33,36],under:[1,14,17,33,34],unequ:[34,42],uniform:[13,31],uniformli:13,unimod:8,uniqu:[],univari:[18,32],unlik:[18,32],unpair:42,urai:[5,6],use:[5,6,18,21,32,41],used:[12,13,15,23,30,32,33],useful:[16,33],uses:[14,16,31,39,42],using:[4,16,18,22,30,32,33,42],val:[18,31,33,34,42,44,45],valid:[18,20,34],vallat:45,valu:[3,4,6,7,8,9,10,13,14,15,18,22,23,24,25,26,29,30,31,32,33,34,36,37,39,40,41,42,44,45],variabl:[3,9,10,18,23,26,29,32,33,34,36,37,45],varianc:[14,39,40,41,42],vector:[8,11,12,13,16,17],veri:[],version:[21,26,31,44],visit:45,visual:[],von:13,wagemak:5,wai:[1,3,4,18,23,29,34,36],walli:[1,26],want:45,warn:[],warranti:45,weekdai:[],welch:42,welcom:45,well:[],were:45,wetzel:5,what:45,when:[1,6,15,24,33,42,43],whether:[6,9,10,18,28,29,31,32,33,34,36,37,42,43,44],which:[18,26,32],whitnei:[1,31],who:45,width:[],wiki:[24,27],wikipedia:[24,27],wilcox:[1,18,28,32,45],wilcoxon:[1,31],window:1,wise:[],within:[1,23,29,33,36,37,45],without:[3,20,23,26,29,32,33,36],word:[],work:26,would:[5,6],written:45,www:37,yekuti:[22,30,32,33],yet:45,you:[5,6,23,36,45],your:[21,41],zellner:[5,6],zimmerman:42},titles:["API reference","What\u2019s new","Examples","pingouin.anova","pingouin.anova_power","pingouin.bayesfactor_pearson","pingouin.bayesfactor_ttest","pingouin.bonf","pingouin.circ_axial","pingouin.circ_corrcc","pingouin.circ_corrcl","pingouin.circ_mean","pingouin.circ_r","pingouin.circ_rayleigh","pingouin.compute_effsize","pingouin.compute_effsize_from_t","pingouin.compute_esci","pingouin.convert_effsize","pingouin.corr","pingouin.datasets.list_dataset","pingouin.datasets.read_dataset","pingouin.epsilon","pingouin.fdr","pingouin.friedman","pingouin.gzscore","pingouin.holm","pingouin.kruskal","pingouin.mad","pingouin.madmedianrule","pingouin.mixed_anova","pingouin.multicomp","pingouin.mwu","pingouin.pairwise_corr","pingouin.pairwise_ttests","pingouin.pairwise_tukey","pingouin.print_table","pingouin.rm_anova","pingouin.rm_corr","pingouin.test_dist","pingouin.test_homoscedasticity","pingouin.test_normality","pingouin.test_sphericity","pingouin.ttest","pingouin.ttest_power","pingouin.wilcoxon","Installation"],titleterms:{"1dev":[],"function":[],"new":1,One:45,The:[],Using:[],abov:[],acknowledg:45,all:[],anova:[0,3,45],anova_pow:4,api:0,april:1,arrai:[],assumpt:[],author:[],bayesfactor_pearson:5,bayesfactor_ttest:6,bayesian:0,between:45,binder:[],bonf:7,bonu:[],calcul:[],chanegelog:[],changelog:[],check:[],circ_axi:8,circ_corrcc:9,circ_corrcl:10,circ_mean:11,circ_r:12,circ_rayleigh:13,circular:0,column:45,comparison:[0,45],comput:[],compute_effs:14,compute_effsize_from_t:15,compute_esci:16,content:45,convert:45,convert_effs:17,corr:18,correct:45,correl:[0,45],current:[],data:45,datafram:45,dataset:[0,19,20],depend:45,descript:[],design:[],develop:45,direct:[],distribut:0,document:[],effect:[0,45],epsilon:21,exampl:2,factor:[],fake:[],fdr:22,featur:[],friedman:23,from:[],futur:[],group:[],gzscore:24,hoc:45,holm:25,insomnia:[],instal:45,interact:[],introduct:[],juli:1,june:1,kruskal:[26,45],laken:[],list_dataset:19,load:[],mad:27,madmedianrul:28,mahal:[],main:[],mean:[],measur:[],minut:45,miscellan:0,mix:45,mixed_anova:29,multicomp:30,multipl:[0,45],mwu:31,non:45,normal:45,numpi:[],one:[],output:45,pairwis:45,pairwise_corr:32,pairwise_ttest:33,pairwise_tukei:34,panda:45,parametr:45,pearson:45,perform:[],pingouin:[3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],post:45,power:0,print_tabl:35,quick:45,read_dataset:20,refer:0,repeat:[],reshape_data:[],rm_anova:36,rm_corr:37,robust:45,size:[0,45],start:45,std:[],studi:[],summari:[],support:[],test:[0,45],test_dist:38,test_homoscedast:39,test_norm:40,test_spher:41,ttest:42,ttest_pow:43,tutori:[],two:45,user:45,using:45,valu:[],wai:45,walli:45,what:1,wilcoxon:44,within:[]}})
\ No newline at end of file