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.
This working paper was published as Kurkalova, Lyubov A. and Sergey S. Rabotyagov,
"Estimation of a binary choice model with grouped choice data," Economics Letters 90 (2006): 170–175, doi:10.1016/j.econlet.2005.07.022.
Kurkalova, Lyubov A. and Rabotyagov, Sergey S., "Estimation of a Binary Choice Model with Grouped Choice Data" (2005). CARD Working Papers. 386.