On the M-Estimator under Third Moment Condition

Estimating the expected value of a random variable by data-driven methods is one of the most fundamental problems in statistics. In this study, we present an extension of Olivier Catoni’s classical M-estimators of the empirical mean, which focus on the heavy-tailed data by imposing more precise ineq...

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Bibliografiska uppgifter
Huvudupphovsmän: Rundong Luo, Yiming Chen, Shuai Song
Materialtyp: Artikel
Språk:English
Publicerad: MDPI AG 2022-05-01
Serie:Mathematics
Ämnen:
Länkar:https://www.mdpi.com/2227-7390/10/10/1713