R: Some Latent Variable Models

# Some Latent Variable Models

## Documentation for package ‘LAM’ version 0.7-22

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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')