Bayesian estimation of single and multilevel models with latent variable interactions. Issue 2 (4th March 2021)
- Record Type:
- Journal Article
- Title:
- Bayesian estimation of single and multilevel models with latent variable interactions. Issue 2 (4th March 2021)
- Main Title:
- Bayesian estimation of single and multilevel models with latent variable interactions
- Authors:
- Asparouhov, Tihomir
Muthén, Bengt - Abstract:
- ABSTRACT: In this article, we discuss single and multilevel SEM models with latent variable interactions. We describe the Bayesian estimation for these models and show through simulation studies that the Bayesian method outperforms other methods such as the maximum-likelihood method. We show that multilevel moderation models can easily be estimated with the Bayesian method.
- Is Part Of:
- Structural equation modeling. Volume 28:Issue 2(2021)
- Journal:
- Structural equation modeling
- Issue:
- Volume 28:Issue 2(2021)
- Issue Display:
- Volume 28, Issue 2 (2021)
- Year:
- 2021
- Volume:
- 28
- Issue:
- 2
- Issue Sort Value:
- 2021-0028-0002-0000
- Page Start:
- 314
- Page End:
- 328
- Publication Date:
- 2021-03-04
- Subjects:
- Bayesian analysis -- latent variable interactions -- multilevel moderation -- multilevel moderated mediation
Multivariate analysis -- Periodicals
Social sciences -- Statistical methods -- Periodicals
519.535 - Journal URLs:
- http://www.informaworld.com/smpp/title~db=all~content=t775653699 ↗
http://www.tandfonline.com/toc/hsem20/current ↗
http://www.tandfonline.com/ ↗
http://www.leaonline.com/loi/sem ↗ - DOI:
- 10.1080/10705511.2020.1761808 ↗
- Languages:
- English
- ISSNs:
- 1070-5511
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8477.210000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 16569.xml