boot.fiml: Bootstraps the full information maximum likelihood regression...

In jbiesanz/fabs: Functions for Applied Behavioural Sciences

Bootstraps the full information maximum likelihood regression model under lavaan.

Description

Bootstraps the full information maximum likelihood regression model under lavaan.

Usage

boot.fiml(data, model, z.function = FALSE, R = 9999, conf = 0.95)

Arguments

data	The dataset for the analysis.
model	A regression model from lm()
z.function	A user supplied function to standardize variables and create nonlinear terms. Called internally.
R	The number of resamples to be conducted.
conf	The confidence level for intervals.

Value

Returns (1) maximum likelihood regression coefficient estimates (s) percentile and BCa confidence intervals using case-wise resampling

Examples

## Not run: 
x <- c(1,2,3,4,5,6)
y <- c(2.1,1.9,2.1,1.8,10,2.2)
temp_data <- as.data.frame(cbind(y, x))
lm_model <- lm(y~x, data=temp_data)
robust_lm_inferences(data=temp_data, model=lm_model)

## End(Not run)

jbiesanz/fabs documentation built on July 15, 2022, 11:02 p.m.