Supplemental Material for Dynamic Factor Analysis With Multivariate Time Series of Multiple Individuals: An Error-Corrected Estimation Method

The document includes (1) the R code of the error-corrected (EC) method and a Naive method for estimating dynamic factor analysis with multiple individuals, (2) the R code of simulating data to assess different methods of estimating the model, and (3) tables for summarizing results of the simulation study.Appendix A contains the R code of the EC method.

Publication Details

Journal
Psychological Methods
Published
2024-12-19
DOI
https://doi.org/10.1037/met0000722.supp
Primary Topic
Advanced Statistical Modeling Techniques
Type
article
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0.00
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article

Supplemental Material for Dynamic Factor Analysis With Multivariate Time Series of Multiple Individuals: An Error-Corrected Estimation Method

Psychological Methods
Advanced Statistical Modeling Techniques
article

Supplemental Material for Dynamic Factor Analysis With Multivariate Time Series of Multiple Individuals: An Error-Corrected Estimation Method

article en

Abstract

The document includes (1) the R code of the error-corrected (EC) method and a Naive method for estimating dynamic factor analysis with multiple individuals, (2) the R code of simulating data to assess different methods of estimating the model, and (3) tables for summarizing results of the simulation study.Appendix A contains the R code of the EC method.

Psychological Methods
Openalex Percentile: Top 73%
Advanced Statistical Modeling Techniques
DOIOpen Access PDFOpenAlex
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Supplemental Material for Dynamic Factor Analysis With Multivariate Time Series of Multiple Individuals: An Error-Corrected Estimation Method · Psychological Methods (2024) | TGRS Research Map | TGRS