lav_data: lavaan data functions

In lavaan: Latent Variable Analysis

lavaan data functions

Description

Utility functions related to the Data slot

Usage

# update data slot with new data (of the same size)
lav_data_update(lavdata = NULL, newX = NULL, BOOT.idx = NULL, lavoptions = NULL)

Arguments

lavdata	A lavdata object.
newX	A list of (new) data matrices (per group) of the same size. They will replace the data stored in the internal dataslot.
BOOT.idx	A list of integers. If bootstrapping was used to produce the data in newX, use these indices to adapt the remaining slots.
lavoptions	A named list. The Options lsot from a lavaan object.

Examples

# generate syntax for an independence model
HS.model <- ' visual  =~ x1 + x2 + x3
              textual =~ x4 + x5 + x6
              speed   =~ x7 + x8 + x9 '

fit <- cfa(HS.model, data=HolzingerSwineford1939)

# extract data slot and options
lavdata <- fit@Data
lavoptions <- lavInspect(fit, "options")

# create bootstrap sample
boot.idx <- sample(x = nobs(fit), size = nobs(fit), replace = TRUE)
newX <- list(lavdata@X[[1]][boot.idx,])

# generate update lavdata object
newdata <- lav_data_update(lavdata = lavdata, newX = newX, 
                           lavoptions = lavoptions)

lavaan documentation built on Sept. 27, 2024, 9:07 a.m.