Quantile regression for general spatial panel data models with fixed effects

© 2019 Informa UK Limited, trading as Taylor & Francis Group.

Détails bibliographiques
Publié dans:Journal of applied statistics. - 1991. - 47(2020), 1 vom: 17., Seite 45-60
Auteur principal: Dai, Xiaowen (Auteur)
Autres auteurs: Yan, Zhen, Tian, Maozai, Tang, ManLai
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:Journal of applied statistics
Sujets:Journal Article 60G42 62G05 62G20 Fixed effects instrumental variables quantile regression space–time panel models spatial autoregressive
Description
Résumé:© 2019 Informa UK Limited, trading as Taylor & Francis Group.
This paper considers the quantile regression model with both individual fixed effect and time period effect for general spatial panel data. Fixed effects quantile regression estimators based on instrumental variable method will be proposed. Asymptotic properties of the proposed estimators will be developed. Simulations are conducted to study the performance of the proposed method. We will illustrate our methodologies using a cigarettes demand data set
Description:Date Revised 16.07.2022
published: Electronic-eCollection
Citation Status PubMed-not-MEDLINE
ISSN:0266-4763
DOI:10.1080/02664763.2019.1628190