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Direct Estimation of the Index Coefficients in a Single-index Model
We propose a new method of estimating the index coefficients in a single index model. It is based on iterative improvement of the average derivative estimator. The... -
A new generalized linear model (GLM) framework for analysing categorical data...
This thesis aims at proposing a new class of GLMs for a hierarchically-structured categorical response variable such as a partially-ordered variable for instance. A...
