Latent Class Causal Analysis (LCCA) Package for R
This R package was developed by the Methodology Center to allow R users to perform latent class causal analysis (LCCA), latent class analysis (LCA), and LCA with covariates. LCA describes relationships among a set of categorical variables by assuming that they are conditionally independent given an unobserved categorical variable. The lcca.r package uses imputing estimating equations to estimate the average causal effects of a latent exposure (i.e., latent class) on a normally-distributed outcome variable. LCCA combines aspects of latent class analysis with Rubin's causal model (Rubin, 1974; 2005).
|Work Title||Latent Class Causal Analysis (LCCA) Package for R|
|Creators||The Methodology Center, Penn State|
|Keyword||latent class analysis; R; latent class causal analysis|
|License||All rights reserved|
|Work Type||Software Or Program Code|
|Deposited||May 22, 2020 11:56|