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Robust Recovery of the Central Subspace for Regression Using the Influence Function of the Rényi Divergence

Statistica Sinica
Summary: A considerable amount of research in the literature has focused on quantifying the effect of extreme observations on classical methods for estimating the Central Subspace (CS) for regression through the study of influence functions and their sample estimates.
Iaci, Ross, Sriram, T. N.
openaire   +1 more source

Brain and other central nervous system tumor statistics, 2021

Ca-A Cancer Journal for Clinicians, 2021
Rebecca L. Siegel   +2 more
exaly  

A martingale-difference-divergence-based estimation of central mean subspace

Statistics and Its Interface, 2019
Yu Zhang   +3 more
openaire   +1 more source

On estimation efficiency of the central mean subspace

Journal of the Royal Statistical Society Series B: Statistical Methodology, 2014
Liping Zhu
exaly  

Subspace Estimation with Automatic Dimension and Variable Selection in Sufficient Dimension Reduction

Journal of the American Statistical Association
Jing Zeng, Qing Mai
exaly  

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