lava-package

lava

<p>Framwork for estimating parameters and simulate data from Latent Variable
Models.</p>

package

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) <doi:10.1007/s00180-012-0344-y>).
Mixture latent variable models and non-linear latent variable models
(Holst and Budtz-Joergensen (2018) <arXiv:1803.06578>).
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.

Klaus Holst

Latent Variable Models

Klaus K. Holst

Brice Ozenne

Thomas Gerds

lava-package function

Estimation and simulation of latent variable models — lava-package

Estimation and simulation of latent variable models

lava-package: Estimation and simulation of latent variable models

Description

Arguments

Examples