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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| Format: | Thesis |
| Language: | English |
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Quezon City
University of the Philippines
2016.
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