Testing for heteroskedasticity in two-way fixed effects panel data models

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

Bibliographische Detailangaben
Veröffentlicht in:Journal of applied statistics. - 1991. - 47(2020), 1 vom: 17., Seite 91-116
1. Verfasser: Feng, Sanying (VerfasserIn)
Weitere Verfasser: Li, Gaorong, Tong, Tiejun, Luo, Shuanghua
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Asymptotic distribution heteroskedasticity panel data testing two-way fixed effects model
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520 |a In this paper, we propose a new method for testing heteroskedasticity in two-way fixed effects panel data models under two important scenarios where the cross-sectional dimension is large and the temporal dimension is either large or fixed. Specifically, we will develop test statistics for both cases under the conditional moment framework, and derive their asymptotic distributions under both the null and alternative hypotheses. The proposed tests are distribution free and can easily be implemented using the simple auxiliary regressions. Simulation studies and two real data analyses demonstrate that our proposed tests perform well in practice, and may have the potential for wide application in econometric models with panel data 
650 4 |a Journal Article 
650 4 |a Asymptotic distribution 
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700 1 |a Tong, Tiejun  |e verfasserin  |4 aut 
700 1 |a Luo, Shuanghua  |e verfasserin  |4 aut 
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