EconPapers    
Economics at your fingertips  
 

A note on factor models with latent group structures

Yulin Bian and Liangjun Su ()

Economics Letters, 2025, vol. 252, issue C

Abstract: This paper studies a factor model with latent group structures. Given initial PCA estimates, we propose to apply the sequential binary segmentation algorithm (SBSA) to estimate the group structures and re-estimate the factors and loadings. In the case of unknown number of groups, we propose to estimate it via an information criterion. We establish the asymptotic properties of the proposed estimators. Simulations demonstrate that our proposed estimator outperforms some competitive approaches in finite samples.

Keywords: Factor model; Latent group structures; Sequential binary segmentation algorithm (search for similar items in EconPapers)
JEL-codes: C13 C23 C33 C55 (search for similar items in EconPapers)
Date: 2025
References: Add references at CitEc
Citations:

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0165176525001946
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:ecolet:v:252:y:2025:i:c:s0165176525001946

DOI: 10.1016/j.econlet.2025.112357

Access Statistics for this article

Economics Letters is currently edited by Economics Letters Editorial Office

More articles in Economics Letters from Elsevier
Bibliographic data for series maintained by Catherine Liu ().

 
Page updated 2025-05-25
Handle: RePEc:eee:ecolet:v:252:y:2025:i:c:s0165176525001946