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Isabelle Charlier

1 paper hereh-index 333 citations13 works total

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1 paper

stat.OT2014

Conditional quantile estimation through optimal quantization

Isabelle Charlier, Davy Paindaveine, Jérôme Saracco

In this paper, we use quantization to construct a nonparametric estimator of conditional quantiles of a scalar response Y given a d-dimensional vector of covariates X. First we…

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