Multilevel Semiparametric Latent Variable Modeling in R with "galamm"

We present the R package galamm , whose goal is to provide common ground between structural equation modeling and mixed effect models. It supports estimation of models with an arbitrary number of crossed or nested random effects, smoothing splines, mixed response types, factor structures, heterosced...

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Vydáno v:	Multivariate behavioral research Ročník 59; číslo 5; s. 1098 - 1105
Hlavní autor:	Sørensen, Øystein
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Routledge 02.09.2024 Taylor & Francis Ltd
Témata:	Algorithms Computer Simulation - statistics & numerical data Data Interpretation, Statistical Generalized additive models Humans item response theory Latent Class Analysis Matrix methods mixed models mixed response Modelling Models, Statistical Multilevel Analysis - methods Software Sparse matrices structural equation modeling R mixed models item response theory structural equation modeling Generalized additive models mixed response
ISSN:	0027-3171, 1532-7906, 1532-7906
On-line přístup:	Získat plný text
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