Cochran-Q-test

Install required packages

coin

wants <- c("coin")
has   <- wants %in% rownames(installed.packages())
if(any(!has)) install.packages(wants[!has])

Cochran-\(Q\)-test

N   <- 10
P   <- 5
cDf <- data.frame(id=factor(rep(1:N, each=P)),
                  year=factor(rep(1981:1985, times=N)),
                  pref=c(1,1,0,1,0, 0,1,0,0,1, 1,0,1,0,0, 1,1,1,1,1, 0,1,0,0,0,
                         1,0,1,1,1, 0,0,0,0,0, 1,1,1,1,0, 0,1,0,1,1, 1,0,1,0,0))
library(coin)
symmetry_test(pref ~ year | id, teststat="quad", data=cDf)

    Asymptotic General Independence Test

data:  pref by
     year (1981, 1982, 1983, 1984, 1985) 
     stratified by id
chi-squared = 1.3333, df = 4, p-value = 0.8557

Detach (automatically) loaded packages (if possible)

try(detach(package:coin))
try(detach(package:survival))
try(detach(package:splines))

Get the article source from GitHub

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