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LAM

Some Latent Variable Models

If you use LAM and have suggestions for improvement or have found bugs, please email me at robitzsch@ipn.uni-kiel.de.

Manual

The manual may be found here https://alexanderrobitzsch.github.io/LAM/

CRAN version

The official version of LAM is hosted on CRAN and may be found here. The CRAN version can be installed from within R using:

utils::install.packages("LAM")

GitHub version

The version hosted here is the development version of LAM. The GitHub version can be installed using devtools as:

devtools::install_github("alexanderrobitzsch/LAM")

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Version

Install

install.packages('LAM')

Monthly Downloads

282

Version

0.5-15

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Alexander Robitzsch

Last Published

May 9th, 2020

Functions in LAM (0.5-15)

LAM-package

LAM
amh

Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling (amh) or Penalized Maximum Likelihood Estimation (pmle)
mlnormal

(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
loglike_mvnorm

Log-Likelihood Value of a Multivariate Normal Distribution
suff_stat_NA_pattern

Sufficient Statistics for Dataset with Missing Response Pattern
clpm_to_ctm

Transformation of Path Coefficients of Cross-Lagged Panel Model
data.HT

Datasets from Heck and Thomas (2015)