Semiparametric probit model for highdimensional clustered data.

Abstract (We propose a semiparametric probit model for high dimensional clustered data. The model allows flexibility in the structure to account for lost information in the process of dimension reduction. Principal components are postulated to have nonparametric effect on the dichotomous response,...

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Hlavní autor: Raguindin, Daniel R.
Médium: Diplomová práce
Jazyk:English
Vydáno: Quezon City University of the Philippines 2016.