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- W2045917387 abstract "In this paper, we consider a semiparametric regression model involving both p-dimensional quantitative covariable X and categorical predictor Z, and including a dimension reduction of X via K indices X′β k . The dependent variable Y can be real or q-dimensional. We propose an approach based on SIR α and pooled marginal slicing methods in order to estimate the space spanned by the β k ’s. We establish $$sqrt{n}$$ -consistency of the proposed estimator. Simulation studies show the numerical qualities of our estimator." @default.
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- W2045917387 date "2007-08-14" @default.
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- W2045917387 title "Pooled marginal slicing approach via SIR α with discrete covariables" @default.
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- W2045917387 doi "https://doi.org/10.1007/s00180-007-0078-4" @default.
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