A correlated random effects approach to the estimation of models with multiple fixed effects

被引:4
|
作者
Yang, Yimin [1 ]
机构
[1] Renmin Univ China, Sch Finance, China Financial Policy Res Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Correlated random effects; Hausman test; Multiple fixed effects; SPECIFICATION;
D O I
10.1016/j.econlet.2022.110408
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper generalizes two important equivalence results in one-way panel models to models with multiple fixed effects. (1) We show that the correlated random effects estimator obtained via the use of the Mundlak device is identical to the fixed effects estimator. (2) A weighted variable addition test is shown to be equivalent to the fully robust Hausman specification test. (C) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Fixed effects instrumental variables estimation in correlated random coefficient panel data models
    Murtazashvili, Irina
    Wooldridge, Jeffrey M.
    [J]. JOURNAL OF ECONOMETRICS, 2008, 142 (01) : 539 - 552
  • [2] ESTIMATION OF FIXED AND RANDOM EFFECTS IN MIXED LINEAR-MODELS
    ELPELT, B
    HARTUNG, J
    [J]. BIOMETRICS, 1982, 38 (04) : 1107 - 1107
  • [3] Fixed and random effects models
    Gurka, Matthew J.
    Kelley, George A.
    Edwards, Lloyd J.
    [J]. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2012, 4 (02): : 181 - 190
  • [4] Shrinkage estimation of fixed and random effects in linear quantile mixed models
    Ji, Yonggang
    Shi, Haifang
    [J]. JOURNAL OF APPLIED STATISTICS, 2022, 49 (14) : 3693 - 3716
  • [5] Estimation of random coefficients logit demand models with interactive fixed effects
    Moon, Hyungsik Roger
    Shum, Matthew
    Weidner, Martin
    [J]. JOURNAL OF ECONOMETRICS, 2018, 206 (02) : 613 - 644
  • [6] Estimation of Panel Data Models with Random Interactive Effects and Multiple Structural Breaks when T is Fixed
    Kaddoura, Yousef
    Westerlund, Joakim
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2023, 41 (03) : 778 - 790
  • [7] FIXED EFFECTS OF RANDOM EFFECTS MODELS OF VARIANCE ANALYSIS
    RIVES, M
    [J]. ANNALES DE L AMELIORATION DES PLANTES, 1971, 21 (01): : 23 - &
  • [8] Fixed and Random Effects Selection in Mixed Effects Models
    Ibrahim, Joseph G.
    Zhu, Hongtu
    Garcia, Ramon I.
    Guo, Ruixin
    [J]. BIOMETRICS, 2011, 67 (02) : 495 - 503
  • [9] Correlated random effects models with unbalanced panels
    Wooldridge, Jeffrey M.
    [J]. JOURNAL OF ECONOMETRICS, 2019, 211 (01) : 137 - 150
  • [10] Residual Normality Assumption and the Estimation of Multiple Membership Random Effects Models
    Chen, Jieru
    Leroux, Audrey J.
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2018, 53 (06) : 898 - 913