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Estimation of a Binary Choice Model with Grouped Choice Data

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Author Info
Kurkalova, Lyubov
Rabotyagov, Sergey

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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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File URL: http://www.econ.iastate.edu/research/webpapers/paper_12234.pdf
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Paper provided by Iowa State University, Department of Economics in its series Staff General Research Papers with number 12234.

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Date of creation: 24 Jan 2005
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Handle: RePEc:isu:genres:12234

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Postal: Iowa State University, Dept. of Economics, 260 Heady Hall, Ames, IA 50011-1070
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  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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