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r-lava

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Latent Variable Models

Installation

To install this package, run one of the following:

Conda
$conda install odsp-test::r-lava

Usage Tracking

1.6.5
1.6.3
2 / 8 versions selected
Downloads (Last 6 months): 0

Description

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) <>). Mixture latent variable models and non-linear latent variable models (Holst and Budtz-Joergensen (2019) <>). 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.

About

Summary

Latent Variable Models

Last Updated

Mar 6, 2019 at 20:03

License

GPL-3

Total Downloads

54

Supported Platforms

zos-z