Robust M-Tests

B-Tier
Journal: Econometric Theory
Year: 1991
Volume: 7
Issue: 1
Pages: 69-84

Score contribution per author:

2.011 = (α=2.01 / 1 authors) × 1.0x B-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

This paper investigates the local robustness properties of a general class of multidimensional tests based on M-estimators. These tests are shown to inherit the efficiency and robustness properties of the estimators on which they are based. In particular, it is shown that small perturbations of the distribution of the observations can have arbitrarily large effects on the asymptotic level and power of tests based on estimators that do not possess a bounded influence function. An asymptotic ‘admissibility’ result is also presented, which provides a justification for tests based on optimal bounded-influence estimators.

Technical Details

RePEc Handle
repec:cup:etheor:v:7:y:1991:i:01:p:69-84_00
Journal Field
Econometrics
Author Count
1
Added to Database
2026-01-28