Some Latent Variable Models

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Documentation for package ‘LAM’ version 0.7-22

• DESCRIPTION file.
• Package NEWS.

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LAM-package	Some Latent Variable Models
amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
clpm_to_ctm	Transformation of Path Coefficients of Cross-Lagged Panel Model
coef.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
coef.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
coef.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
confint.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
confint.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
confint.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
data.HT	Datasets from Heck and Thomas (2015)
data.HT12	Datasets from Heck and Thomas (2015)
LAM	Some Latent Variable Models
logLik.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
logLik.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
logLik.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
loglike_mvnorm	Log-Likelihood Value of a Multivariate Normal Distribution
loglike_mvnorm_NA_pattern	Log-Likelihood Value of a Multivariate Normal Distribution
mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
plot.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
plot.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
print.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
suff_stat_NA_pattern	Sufficient Statistics for Dataset with Missing Response Pattern
summary.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
summary.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
summary.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
vcov.amh	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')
vcov.mlnormal	(Restricted) Maximum Likelihood Estimation with Prior Distributions and Penalty Functions under Multivariate Normality
vcov.pmle	Bayesian Model Estimation with Adaptive Metropolis Hastings Sampling ('amh') or Penalized Maximum Likelihood Estimation ('pmle')