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R code for Full maximum likelihood calculation of ICC
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| # require(lme4) | |
| mymod <- function(data) { | |
| result <- lme4::lmer(y ~ 1 + (1 | x), data = data, REML = FALSE) | |
| sumy <- summary(result) | |
| varb <- sumy$varcor$x[1] | |
| varw <- sumy$sigma ^ 2 | |
| icc <- varb / (varb + varw) | |
| c(icc, varb, varw) | |
| } | |
| # mymod(data) |
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