combine.mi: combine.mi

In vahidnassiri/mifa: Multiple Imputation for Exploratory Factor Analysis

Description

This function applies Rubin's rules (Rubin, 2004) to combine eastimates and variance-covariance matrices from different imputations.

Usage

combine.mi(mi.parm.est, mi.parm.cov)

Arguments

mi.parm.est	A matrix containing estimated parameters in each imputation as its rows.
mi.parm.cov	A list contaning the covariance matrix estimated within each imputation.

Value

parm.est	Combined estimates.
parm.cov	Combined variance-covariance matrix.
between.cov	Between imputations variance-covariance matrix.

Author(s)

Vahid Nassiri, Anikó Lovik, Geert Molenberghs, Geert Verbeke.

References

Rubin D. B. Multiple imputation for nonresponse in surveys. John Wiley & Sons; 2004.

vahidnassiri/mifa documentation built on June 23, 2019, 12:06 a.m.