R/lav_lavaanList_multipleImputation.R

In lavaan: Latent Variable Analysis

# lavMultipleImputation: fit the *same* model, on a set of imputed datasets
# YR - 11 July 2016

lavMultipleImputation <-
    function(model         = NULL,
             dataList      = NULL,
             ndat          = length(dataList),
             cmd           = "sem",
             ...,
             store.slots   = c("partable"),
             FUN           = NULL,
             show.progress = FALSE,
             parallel      = c("no", "multicore", "snow"),
             ncpus         = max(1L, parallel::detectCores() - 1L),
             cl            = NULL) {


    # dotdotdot
    dotdotdot <- list()

    # fit multiple times
    fit <- do.call("lavaanList", args = c(list(model = model,
                   dataList = dataList, ndat = ndat, cmd = cmd,
                   store.slots = store.slots, FUN = FUN,
                   show.progress = show.progress,
                   parallel = parallel, ncpus = ncpus, cl = cl), dotdotdot))

    # flag multiple imputation
    fit@meta$lavMultipleImputation <- TRUE

    fit
}