BOOK
Latent Variable Models
Abstract
Human-computer interaction research increasingly involves investigating psychological phenomena as latent variables. In this chapter, we discuss basic latent variable models using a path model approach. In addition, we given some examples of conducting a latent variable model analysis using the lavaan package in the R statistical programming language.
Keywords:
Latent variable Latent variable model Latent class model Local independence Variable (mathematics) Computer science Probabilistic latent semantic analysis Path analysis (statistics) Artificial intelligence Econometrics Psychology Machine learning Mathematics
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619
Cited By
4.23
FWCI (Field Weighted Citation Impact)
2
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0.93
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Is in top 1%
Is in top 10%
Citation History
Topics
Mental Health Research Topics
Social Sciences → Psychology → Experimental and Cognitive Psychology
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