library(cars) library(car) carData::Arrests Arrests$year <- as.factor(Arrests$year) a = c("Sex","year") b = "checks" mod = lm(checks~sex*year,data=Arrests) e <- emmeans::emmeans(mod,~sex*year) e@grid[1][1] e@grid[1,1] paste(e@grid[1,1],e@grid[1,2]) contrasts(e,"trt.vs.ctrl",paste(e@grid[1,1],e@grid[1,2])) Arrests$year <- as.factor(Arrests$year) a = c("Sex","year") b = "checks" mod = lm(checks~sex*year,data=Arrests) e <- emmeans::emmeans(mod,~sex*year) contrasts(e,"trt.vs.ctrl",paste(e@grid[1,1],e@grid[1,2])) e <- emmeans::emmeans(mod,~sex*colour) a = c("sex","year") b = "checks" mod = lm(checks~sex*year,data=Arrests) e <- emmeans::emmeans(mod,~sex*year) contrasts(e,"trt.vs.ctrl",paste(e@grid[1,1],e@grid[1,2])) e@grid contrasts(e,"trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) library(emmeans) e <- emmeans(mod,~sex*year) contrasts(e,"trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) contrasts(e,"trt.vs.ctrl") e <- emmeans(mod,trt.vs.ctrl~sex*year) contrasts(e,"trt.vs.ctrl") b = "released" mod = lm(checks~sex*year,data=Arrests) e <- emmeans(mod,trt.vs.ctrl~sex*year) contrasts(e,"trt.vs.ctrl") contrasts(e,method="trt.vs.ctrl") ?contrast e <- emmeans(mod,~sex*year) contrasts(e,method="trt.vs.ctrl") contrasts(e) Arrests$year <- as.factor(Arrests$year) a = c("sex","year") b = "released" mod = lm(checks~sex*year,data=Arrests) e <- emmeans(mod,~sex*year) contrasts(e) a = c("sex","colour") b = "checks" mod = lm(checks~sex*colour,data=Arrests) e <- emmeans(mod,~sex*colour) contrasts(e) contrasts(e,"trt.vs.ctrl") mod = lm(checks~sex*colour,data=Arrests) e <- emmeans(mod,~sex*colour) contrasts(e,"trt.vs.ctrl") mod = lm(checks~sex*colour,data=Arrests) e <- emmeans(mod,~sex*colour) e@grid contrasts(e,"trt.vs.ctrl") library(car) library(emmeans) carData::Arrests Arrests$year <- as.factor(Arrests$year) mod = lm(checks~sex*colour,data=Arrests) e <- emmeans(mod,~sex*colour) contrasts(e,"trt.vs.ctrl") e <- emmeans(mod,~sex*colour) contrasts(e,"trt.vs.ctrl",ref=1) contrasts(e,method="trt.vs.ctrl",ref=1) contrasts(e,method="pairwise",ref=1) library(car) library(emmeans) library(carData) # Charger les données Arrests data("Arrests") # Assurez-vous que la variable "year" est un facteur Arrests$year <- as.factor(Arrests$year) # Créer le modèle de régression linéaire mod <- lm(checks ~ sex * year, data = Arrests) # Calculer les estimations des moyennes (moyennes prévues) pour chaque combinaison de niveaux e <- emmeans(mod, ~ sex * year) # Effectuer des comparaisons entre les niveaux du facteur "year" contrasts <- contrast(e, "pairwise", by = "year") # Afficher les comparaisons entre les niveaux de "year" summary(contrasts) # Créer le modèle de régression linéaire mod <- lm(checks ~ sex * year, data = Arrests) # Calculer les estimations des moyennes (moyennes prévues) pour chaque combinaison de niveaux e <- emmeans(mod, ~ sex * year) contrasts(e,method="pairwise",ref=1) contrast(e,method="pairwise",ref=1) contrast(e,method="trt.vs.ctrl",ref=1) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) paste(e@grid[1,1],e@grid[1,2]) Arrests$year <- as.character(Arrests$year) Arrests$year <- as.factor(Arrests$year) mod = lm(checks~sex*colour,data=Arrests) e <- emmeans(mod,~sex*colour) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,2],e@grid[1,1])) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) mod = lm(checks~sex*year,data=Arrests) e <- emmeans(mod,~sex*year) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) e@grid contrast(e,method="trt.vs.ctrl",ref=1) library(car) library(emmeans) carData::Arrests Arrests$year <- as.character(Arrests$year) Arrests$year <- as.factor(Arrests$year) mod = lm(checks~sex*year,data=Arrests) e <- emmeans(mod,~sex*year) contrast(e,method="trt.vs.ctrl",ref=1) contrast(e,method="trt.vs.ctrl",ref=paste(e@grid[1,1],e@grid[1,2])) View(Arrests) e@levels e@matlevs e@grid mod = lm(checks~sex*year*colour,data=Arrests) e <- emmeans(mod,~sex*year) e <- emmeans(mod,~sex*year*colour) contrast(e,method="trt.vs.ctrl",ref=2 ) contrast(e,method="trt.vs.ctrl",ref="Male year1997 Black") contrast(e,method="trt.vs.ctrl",ref="Male year1997 colourBlack") mod = lm(checks~sex*year*colour,data=Arrests) e <- emmeans(mod,~sex*colour*year) contrast(e,method="trt.vs.ctrl",ref="Male year1997 Black") e@grid contrast(e,method="trt.vs.ctrl",ref=1) as.data.frame(e@grid[,-ncol(e@grid)]) df_concatenated <- apply(Arrests, 1, function(row) { paste(row, collapse = "") }) df_concatenated df_concatenated <- apply(eàgrid[,-ncol(e@grid)], 1, function(row) { paste(row, collapse = " ") }) df_concatenated <- apply(e@grid[,-ncol(e@grid)], 1, function(row) { paste(row, collapse = " ") }) df_concatenated which(df_concatenated == "Male Black 1997") contrast(e,method="trt.vs.ctrl",ref=2) contrast(e,method="trt.vs.ctrl",ref=21) shiny::runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') ?renderDT runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') ?read.csv runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') install.packages("PMCMR") install.packages("PMCMRplus") ?posthoc.kruskal.dunn ??posthoc.kruskal.dunn ?wilcox_test library(car) library(emmeans) carData::Arrests mod = lm(checks~sex*year*colour,data=Arrests) kw <- wilcox_test(mod) install.packages("rstatix") library(rstatix) kw <- wilcox_test(mod) kw <- wilcox_test(formula=mod,data=Arrests) kw <- wilcox_test(formula=mod,data=Arrests) carData::Arrests Arrests carData::Arrests Arrests <- carData::Arrests Arrests$year <- as.character(Arrests$year) Arrests$year <- as.factor(Arrests$year) mod = lm(checks~sex*year*colour,data=Arrests) kw <- wilcox_test(formula=mod,data=Arrests) kw <- wilcox_test(formula=checks~sex*year*colour,data=Arrests) kw <- wilcox_test(formula=checks~colour,data=Arrests) dunn_test ?dunn_test library(PMCMR) ?posthoc.kruskal.dunn ?posthoc ??posthoc.kruskal.dunn install.packages("coin") friedman_test(mod,data=Arrests) ?friedman_test friedman_test(checks~sex*year*colour|sex*year*colour,data=Arrests) friedman_test(checks~sex*year*colour|colour,data=Arrests) friedman_test(checks~sex*year|colour,data=Arrests) friedman_test(checks~sex|colour,data=Arrests) friedman_test(checks~sex+year|colour,data=Arrests) friedman_test(checks~sex+year,data=Arrests) friedman_test(checks ~ sex+year,data=Arrests) a <- paste(Arrests$colour,Arrests$sex) a b <- Arrests$checks friedman_test(a,b) friedman_test(b,a) friedman.test(y=b,groups = a) friedman.test(y=b,groups = a,p.adj="bonf") Arrests$age friedman.test(y=b,groups = a,blocks=Arrests$age) friedman.test(y=b,groups = a,blocks=Arrests$year) friedman.test(y=b,groups = a,blocks=c(1:length(a))) ks.test(mod) ks.test(a,b) ks.test(b,a) shiny::runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') install.packages("auth0") library(auth0) auth0::use_auth0() runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') options(auth0_config_file = "~/auth0.yml") runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') setwd("C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES") runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') options(shiny.port = 8080) runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') options(shiny.port = 8080) runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp('C:/Users/AMORTREAU/Desktop/RES-LOC-INTERFACE_STATISTIQUES') runApp() runApp() runApp() auth0::shinyAuth0App() ?auth0::shinyAuth0App() ?shinyAppAuth0 options(auth0_config_file = './_auth0.yml') runApp() options(auth0_config_file = './_auth0.yml') runApp() runApp() runApp() auth0::use_auth0() runApp() options(auth0_config_file = './_auth0.yml') runApp() runApp() option(shiny.port=8080) options(shiny.port=8080) shiny::runApp() options(shiny.port=8080) shiny::runApp() options(shiny.port=8080) options(shiny.port=8080) shiny::runApp() ?auth0_config runApp() options(shiny.port=8080) shiny::runApp() options(shiny.port=8080) shiny::runApp() trace(httr::oauth2.0_access_token,edit=T) options(shiny.port=8080) shiny::runApp() trace(httr::oauth2.0_access_token,edit=T) trace(httr::oauth2.0_access_token,edit=T) remove.packages("httr") install.packages("httr") trace(httr::oauth2.0_access_token,edit=T) shiny::runApp()