lava: Latent Variable Models
Version 1.5.1

A general implementation of Structural Equation Models with latent variables (MLE, 2SLS, and composite likelihood estimators) with both continuous, censored, and ordinal outcomes (Holst and Budtz-Joergensen (2013) ). The package also provides methods for graph exploration (d-separation, back-door criterion), simulation of general non-linear latent variable models, and estimation of influence functions for a broad range of statistical models.

Package details

AuthorKlaus K. Holst [aut, cre], Brice Ozenne [ctb], Thomas Gerds [ctb]
Date of publication2017-09-27 21:25:09 UTC
MaintainerKlaus K. Holst <[email protected]>
Package repositoryView on CRAN
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lava documentation built on Sept. 28, 2017, 1:07 a.m.