Precise Asymptotics for Dense High-Dimensional Huber Regression under Heteroscedasticity 947GFWDY7C

URI	`m2://res/947GFWDY7C`
Kind	preprint
Creators	Jing Zhou, Ramji Venkataramanan, Hui Zou
Date	2026-10-14
MSC	62-XX
Subjects	arxiv math.ST, arxiv stat.ME, arxiv stat.TH
Scope	in

Expressions

The mentions of the inventory that name this resource. Each name links to the card of its inventory row.

Item	Kind	Where	Source
Asymptotic variance of the Huber estimator	statement	corollary 1	arxiv
Least squares	example	example 1	arxiv
Wasserstein convergence	definition	definition A.2	arxiv
AP7M9NZTBY	statement	proposition 1	arxiv
AQQKVEA30Q	statement	lemma 1	arxiv
Wasserstein convergence of generic matrix AMP	statement	lemma A.1	arxiv
Finite-iteration law in whitened coordinates	statement	proposition 2	arxiv
Wasserstein distance	definition	definition A.1	arxiv
Inliers near the stationary AMP iterate	statement	lemma A.2	arxiv
Vanishing increments of stationary AMP recursion	statement	lemma 2	arxiv
AMP-to-Huber optimizer transfer under restricted secant inequality	statement	lemma 3	arxiv
Distributional convergence of the Huber mean estimator	statement	theorem 1	arxiv