Efficient estimation of conditional covariance matrices for dimension reduction
Résumé
We consider the problem of estimating a conditional covariance matrix in an inverse regression setting. We show that this estimation can be achieved by estimating a quadratic functional extending the results of \citet{daveiga2008efficient}. We prove that this method provides a new efficient estimator whose asymptotic properties are studied.
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