The Early Years of Panel Data Econometrics

This essay focuses on the early years of panel data econometrics and two seminal papers by Yair Mundlak (1961) and Pietro Balestra and Marc Nerlove (1966). The issue of latent individual heterogeneity was identified as a central problem. One main ambition was to get a clear understanding of how differences in behavior across individuals and/or through time could and should be modeled. Another main aspect was the assumed inherent dynamic pattern of economic behavior, which requires the use of specific models and data collection. These articles attempted to build relevant models and statistical methods, mainly based on the distinction between fixed effects (analysis of covariance) and random effects. They brought back identification issues in the context of estimating a production function of sixty-six farms in Israel for 1954-58 (Mundlak 1961) and the demand for natural gas in the residential and commercial market of thirty-six U.S. states observed for 1957-62 (Balestra and Nerlove 1966

Context (archaeology · Covariance · Econometrics · Economics · Geography · Identification (biology · Panel data · Statistics · Housing Market and Economics · Mathematics · Regional Economics and Spatial Analysis · Spatial and Panel Data Analysis

• Tracing Mathematical Economics

  Open Access•Mohamed Assaf, Matheus Assaf Cosendey•2022

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• The Empirical Economist's Toolkit

  Matthew T Panhans, Matthew Panhans et al.•History of Political Economy•2017

  Añadir item

• The History of Econometric Ideas

  Open Access•Michael S Morgan, Mary S Morgan•History of Econometric Ideas•1990

  Añadir item

• XV.—The Correlation between Relatives on the Supposition of Mendelian Inheritance.

  Open Access•R A Fisher•Transactions of the Royal Society…•1919

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• The Probability Approach in Econometrics

  Trygve Haavelmo•Econometrica•1944

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• Estimation of Dynamic Models with Error Components

  T W Anderson, Cheng Hsiao•Journal of the American…•1981

  Añadir item

• The Statistical Implications of a System of Simultaneous Equations

  Trygve Haavelmo•Econometrica•1943

  Añadir item

• Formulation and estimation of dynamic models using panel data

  Open Access•T W Anderson, Cheng Hsiao•Journal of Econometrics•1982

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• Random Simultaneous Equations and the Theory of Production

  Jacob Marschak, William H Andrews•Econometrica•1944

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• On the Pooling of Time Series and Cross Section Data

  Yair Mundlak•Econometrica•1978

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• Biases in Dynamic Models with Fixed Effects

  Stephen Nickell•Econometrica•1981

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• An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

  Arnold Zellner•Journal of the American…•1962

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• The Econometrics of Panel Data

  Hedley Rees, Laszlo Matyas et al.•The Economic Journal•1994

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