On the equivalence of instrumental variables estimators for linear models

被引:2
|
作者
Galvao, Antonio F. [1 ]
Montes-Rojas, Gabriel [2 ]
机构
[1] Univ Iowa, Dept Econ, Iowa City, IA 52242 USA
[2] Univ San Andres, CONICET, Buenos Aires, DF, Argentina
关键词
Instrumental variables; Least-squares; Control function; Quantile regression; ABSOLUTE DEVIATIONS ESTIMATORS; QUANTILE REGRESSION; IDENTIFICATION; INFERENCE;
D O I
10.1016/j.econlet.2015.06.001
中图分类号
F [经济];
学科分类号
02 ;
摘要
This note shows the equivalence of different instrumental variables estimators to solve the endogeneity problem in linear models when valid instruments are available. We demonstrate that the exclusion restriction estimator proposed by Chernozhukov and Hansen (2006) is equivalent to the two-stage least squares and the control function estimators for linear models. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:13 / 15
页数:3
相关论文
共 50 条
  • [31] Variables estimators of a dynamic linear model
    West, KD
    Wilcox, DW
    JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1996, 14 (03) : 281 - 293
  • [32] INSTRUMENTAL VARIABLES ESTIMATION OF HETEROSKEDASTIC LINEAR MODELS USING ALL LAGS OF INSTRUMENTS
    West, Kenneth D.
    Wong, Ka-fu
    Anatolyev, Stanislav
    ECONOMETRIC REVIEWS, 2009, 28 (05) : 441 - 467
  • [33] Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models
    Xie, Feng
    He, Yangbo
    Geng, Zhi
    Chen, Zhengming
    Hou, Ru
    Zhang, Kun
    ENTROPY, 2022, 24 (04)
  • [34] Variance estimation for the instrumental variables approach to measurement error in generalized linear models
    Hardin, James W.
    Carroll, Raymond J.
    STATA JOURNAL, 2003, 3 (04): : 342 - 350
  • [35] Testing the missing at random assumption in generalized linear models in the presence of instrumental variables
    Duan, Rui
    Liang, C. Jason
    Shaw, Pamela A.
    Tang, Cheng Yong
    Chen, Yong
    SCANDINAVIAN JOURNAL OF STATISTICS, 2024, 51 (01) : 334 - 354
  • [36] Robust and optimal estimation for partially linear instrumental variables models with partial identification
    Chen, Qihui
    JOURNAL OF ECONOMETRICS, 2021, 221 (02) : 368 - 380
  • [37] Optimal Linear Instrumental Variables Approximations
    Escanciano, Juan Carlos
    Li, Wei
    JOURNAL OF ECONOMETRICS, 2021, 221 (01) : 223 - 246
  • [38] RELATIVE EFFICIENCY OF INSTRUMENTAL VARIABLES ESTIMATORS OF SYSTEMS OF SIMULTANEOUS EQUATIONS
    BRUNDY, JM
    JORGENSO.DW
    ANNALS OF ECONOMIC AND SOCIAL MEASUREMENT, 1974, 3 (04): : 679 - 700
  • [39] Sensitivity analysis of G-estimators to invalid instrumental variables
    Vancak, Valentin
    Sjoelander, Arvid
    STATISTICS IN MEDICINE, 2023, 42 (23) : 4257 - 4281
  • [40] PROPERTIES OF AUTOREGRESSIVE INSTRUMENTAL VARIABLES ESTIMATORS IN DYNAMIC-SYSTEMS
    HENDRY, DF
    SRBA, F
    ECONOMETRICA, 1977, 45 (04) : 969 - 990