run_ICED | R Documentation |
Wrapper function for lavaan to run an ICED model generated with ICED_syntax()
run_ICED(model = NULL, data = NULL, boot = NULL, ncores = NULL)
model |
lavaan model syntax, generated with ICED_syntax |
data |
specify data to be analysed - repeated measures variable names must correspond to separate variables in the data (wide format) |
boot |
run bootstrapped analysis to extract 95% CIs for the ICC and ICC2 estimates |
ncores |
specify the number of cores to run with boot, defaults to 1 |
returns a list of estimated variances and reliability coefficients and the lavaan output
## see online documentation for full examples # https://github.com/sdparsons/ICED # generate data structure and syntax struc <- data.frame(time = c("T1", "T2", "T3", "T4"), day = c("day1","day1","day2","day2"), session = c("ses1", "ses1","ses2", "ses3")) syn <- iced_syntax(struc) # generate data sim1 <- sim_ICED(struc, variances = list(time = 10, day = 2, session = 1, error = 3), n = 2000) res1 <- run_ICED(model = syn, data = sim1$data)
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