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Dynamic panel data models: a guide to microdata methods and practice

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  • Steve Bond

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    (Institute for Fiscal Studies and Nuffield College, Oxford)

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    Abstract

    This paper reviews econometric methods for dynamic panel data models, and presents examples that illustrate the use of these procedures. The focus is on panels where a large number of individuals or firms are observed for a small number of time periods, typical of applications with microeconomic data. The emphasis is on single equation models with autoregressive dynamics and explanatory variables that are not strictly exogenous, and hence on the Generalised Method of Moments estimators that are widely used in this context. Two examples using firm-level panels are discussed in detail: a simple autoregressive model for investment rates; and a basic production function.

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    File URL: http://cemmap.ifs.org.uk/wps/cwp0209.pdf
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    Bibliographic Info

    Paper provided by Centre for Microdata Methods and Practice, Institute for Fiscal Studies in its series CeMMAP working papers with number CWP09/02.

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    Length: 35 pp.
    Date of creation: Apr 2002
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    Handle: RePEc:ifs:cemmap:09/02

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