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Simplified Marginal Effects in Discrete Choice Models

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Author Info
Newell, Richard () (Resources for the Future)
Anderson, Soren

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Abstract

We show that after a simple normalization of explanatory variables so that they equal zero at some desired reference point, marginal effects for continuous variables in probit and logit models simplify dramatically, becoming a function of only the estimated constant term. We present similar simplifications for computation of the asymptotic variance of marginal effects, as well as for the effects of dummy variables on predicted probabilities. We provide a simple table, which in combination with raw probit or logit estimates, is all one needs to compute the desired effects.

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Paper provided by Resources For the Future in its series Discussion Papers with number dp-03-38.

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Date of creation: 01 Dec 2003
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Handle: RePEc:rff:dpaper:dp-03-38

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Related research
Keywords: logit; probit; discrete choice; binary choice; marginal effect; data normalization;

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Find related papers by JEL classification:
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models
C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Microeconomic Data

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  1. Banerjee, Swagata Ban & Martin, Steven W. & Roberts, Roland K. & Larson, James A. & Hogan, Robert, Jr. & Johnson, Jason L. & Paxton, Kenneth W. & Reeves, Jeanne M., 2007. "Adoption of Conservation-Tillage Practices in Cotton Production," 2007 Annual Meeting, February 4-7, 2007, Mobile, Alabama 34842, Southern Agricultural Economics Association. [Downloadable!]
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