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广义矩估计法 (GMM)

广义矩估计法是一种通用计量经济学估计器,它通过总体矩条件来恢复参数,由 Lars Peter Hansen 于 1982 年提出。该方法广泛用于工具变量估计、动态面板数据模型(Arellano-Bond 估计器)和时间序列应用。

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来源

  1. Hansen, L. P. (1982). Large Sample Properties of Generalized Method of Moments Estimators. Econometrica, 50(4), 1029-1054. DOI: 10.2307/1912775
  2. Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277-297. DOI: 10.2307/2297968

如何引用本页

ScholarGate. (2026, June 1). Generalized Method of Moments Estimation. ScholarGate. https://scholargate.app/zh/econometrics/gmm-estimation

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被引用于

ScholarGateGMM Estimation (Generalized Method of Moments Estimation). 于 2026-06-15 检索自 https://scholargate.app/zh/econometrics/gmm-estimation · 数据集: https://doi.org/10.5281/zenodo.20539026