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Estimation of a Binary Choice Model with Grouped Choice Data

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Author Info
Lyubov A. Kurkalova
Sergey Rabotyagov
Abstract

We propose an econometric technique for estimating the parameters of a binary choice model when only aggregated data are available on the choices made. The method performs favorably in applications to both simulated and real world choice data.

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Paper provided by Center for Agricultural and Rural Development (CARD) at Iowa State University in its series Center for Agricultural and Rural Development (CARD) Publications with number 05-wp381.

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Date of creation: Jan 2005
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Handle: RePEc:ias:cpaper:05-wp381

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Related research
Keywords: aggregated choice data; binary choice model.;

Find related papers by JEL classification:
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Garrett, Thomas A., 2003. "Aggregated versus disaggregated data in regression analysis: implications for inference," Economics Letters, Elsevier, vol. 81(1), pages 61-65, October. [Downloadable!] (restricted)
  2. Miller, Douglas J. & Plantinga, Andrew J., 1999. "Modeling Land Use Decisions with Aggregate Data," Staff General Research Papers 1487, Iowa State University, Department of Economics.
  3. Kurkalova, Lyubov & Kling, Catherine L. & Zhao, Jinhua, 2003. "Green Subsidies in Agriculture: Estimating the Adoption Costs of Conservation Tillage from Observed Behavior," Staff General Research Papers 10354, Iowa State University, Department of Economics. [Downloadable!]
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