Generalized Latent Markov Models

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Documentation for package ‘LMest’ version 3.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

LMest-package	Overview of the Package LMest
bootstrap	Parametric bootstrap
bootstrap.LMbasic	Parametric bootstrap
bootstrap.LMbasiccont	Parametric bootstrap
bootstrap.LMlatent	Parametric bootstrap
bootstrap.LMlatentcont	Parametric bootstrap
bootstrap_lm_basic	Parametric bootstrap for the basic LM model
bootstrap_lm_basic_cont	Parametric bootstrap for the basic LM model for continuous outcomes
bootstrap_lm_cov_latent	Parametric bootstrap for LM models with individual covariates in the latent model
bootstrap_lm_cov_latent_cont	Parametric bootstrap for LM models for continuous outcomes with individual covariates in the latent model
data_criminal_sim	Criminal dataset
data_drug	Dataset about marijuana consumption
data_employment_sim	Employment dataset
data_heart_sim	Health dataset
data_long_cont	Multivariate Longitudinal Continuous (Gaussian) Data
data_market_sim	Marketing dataset
data_SRHS_long	Self-reported health status dataset
decoding	Perform local and global decoding
draw	Draw simulated sample from a Generalized Latent Markov Model
draw.LMbasic	Draw simulated sample from a Generalized Latent Markov Model
draw.LMbasiccont	Draw simulated sample from a Generalized Latent Markov Model
draw.LMlatent	Draw simulated sample from a Generalized Latent Markov Model
draw.LMlatentcont	Draw simulated sample from a Generalized Latent Markov Model
draw.LMmixed	Draw simulated sample from a Generalized Latent Markov Model
draw_lm_basic	Draw samples from the basic LM model
draw_lm_basic_cont	Draw samples from the basic LM model for continuous outcomes
draw_lm_cov_latent	Draw samples from LM model with covariaates in the latent model
draw_lm_cov_latent_cont	Draw samples from LM model for continuous outcomes with covariaates in the latent model
draw_lm_mixed	Draws samples from the mixed LM model
est_lm_basic	Estimate basic LM model
est_lm_basic_cont	Estimate basic LM model for continuous outcomes
est_lm_cov_latent	Estimate LM model with covariates in the latent model
est_lm_cov_latent_cont	Estimate LM model for continuous outcomes with covariates in the latent model
est_lm_cov_manifest	Estimate LM model with covariates in the measurement model
est_lm_mixed	Estimate mixed LM model
est_mc_basic	Estimate basic Markov chain (MC) model
est_mc_cov	Estimate Markov chain (MC) model with covariates
LMbasic-class	Class "LMbasic"
LMbasiccont-class	Class "LMbasiccont"
LMest	Overview of the Package LMest
lmest	Estimate Latent Markov models for categorical responses
lmestCont	Estimate Latent Markov models for continuous responses
lmestData	Data for 'LMest' functions
lmestDecoding	Perform local and global decoding
lmestDecoding.LMbasic	Perform local and global decoding
lmestDecoding.LMbasiccont	Perform local and global decoding
lmestDecoding.LMlatent	Perform local and global decoding
lmestDecoding.LMmanifest	Perform local and global decoding
lmestDecoding.LMmixed	Perform local and global decoding
lmestFormula	Formulas for 'LMest' functions
lmestMc	Estimate Markov Chain models
lmestMixed	Estimate mixed Latent Markov models
lmestSearch	Search for the global maximum of the log-likelihood
LMlatent-class	Class "LMlatent"
LMlatentcont-class	Class "LMlatentcont"
LMmanifest-class	Class "LMmanifest"
LMmanifestcont-class	Class "LMmanifestcont"
LMmixed-class	Class "LMmixed"
long2matrices	From data in the long format to data in array format
long2wide	From data in the long format to data in the wide format
matrices2long	From data in array format to data in long format
MCbasic-class	Class "MCbasic"
MCcov-class	Class "MCcov"
NLSYlong	National Longitudinal Survey of Youth data
plot.LMbasic	Plots for Generalized Latent Markov Models
plot.LMbasiccont	Plots for Generalized Latent Markov Models
plot.lmestData	Summary and plot of 'lmestData'
plot.LMlatent	Plots for Generalized Latent Markov Models
plot.LMlatentcont	Plots for Generalized Latent Markov Models
plot.LMsearch	Plots for Generalized Latent Markov Models
print.LMbasic	Print the output
print.LMbasiccont	Print the output
print.lmestData	Summary and plot of 'lmestData'
print.LMlatent	Print the output
print.LMlatentcont	Print the output
print.LMmanifest	Print the output
print.LMmixed	Print the output
print.LMsearch	Print the output
print.MCbasic	Print the output
print.MCcov	Print the output
PSIDlong	Dataset about income dynamics
RLMSdat	Dataset about job satisfaction
RLMSlong	Dataset about job satisfaction
se	Standard errors
se.LMbasic	Standard errors
se.LMbasiccont	Standard errors
se.LMlatent	Standard errors
se.LMlatentcont	Standard errors
search.model.LM	Search for the global maximum of the log-likelihood
summary.LMbasic	Summary of LM fits
summary.LMbasiccont	Summary of LM fits
summary.lmestData	Summary and plot of 'lmestData'
summary.LMlatent	Summary of LM fits
summary.LMlatentcont	Summary of LM fits
summary.LMmanifest	Summary of LM fits
summary.LMmixed	Summary of LM fits
summary.LMsearch	Summary of LM fits
summary.MCbasic	Summary of LM fits
summary.MCcov	Summary of LM fits