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Human capital, aggregate shocks, and panel data estimation

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Author Info
Sumru Altug
Robert A. Miller

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Abstract

This paper analyses how the wage and employment decisions of females are affected by past workforce participation and hours supplied. Our estimation methods exploit the fact that, when markets are complete, the Lagrange multiplier for an agent’s lifetime budget constraint always enters multiplicatively with the prices of (contingent claims to) consumption and leisure. Depending on the properties of the equilibrium price process, it is thus possible to predict the behavior of a wealthy agent by observing that of a poorer person living in a more prosperous world. This provides the key to estimating, nonparametrically, the expectations that enter the calculus of equilibrium decisionmaking, and ultimately the structural parameters which characterize preferences.

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Paper provided by Federal Reserve Bank of Minneapolis in its series Discussion Paper / Institute for Empirical Macroeconomics with number 47.

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Date of creation: 1990
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Handle: RePEc:fip:fedmem:47

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Keywords: Wages ; Human capital;

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References listed on IDEAS
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  1. Jacob Mincer & Solomon Polacheck, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 397-431 National Bureau of Economic Research, Inc. [Downloadable!]
  2. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110 National Bureau of Economic Research, Inc. [Downloadable!]
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  1. Oliver LINTON, . "Applied nonparametric methods," Statistic und Oekonometrie 9312, Humboldt Universitaet Berlin. [Downloadable!]
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  2. V. Joseph Hotz & Robert A. Miller, 1992. "Conditional Choice Probabilities and the Estimation of Dynamic Models," Working Papers 9202, Harris School of Public Policy Studies, University of Chicago. [Downloadable!]
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