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Variance Function Partially Linear Single-Index Models

Variance Function Partially Linear Single-Index Models

Summary We consider heteroscedastic regression models where the mean function is a partially linear single-index model and the variance function depends on a generalized partially linear single-index model. We do not insist that the variance function depends only on the mean function, as happens in the classical generalized partially linear …