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Robust Wald-type tests based on minimum Rényi...
Journal article

Robust Wald-type tests based on minimum Rényi pseudodistance estimators for the multiple linear regression model

Abstract

We introduce a new family of Wald-type tests, based on minimum Rényi pseudodistance estimators, for testing general linear hypotheses and the variance of the residuals in the multiple regression model. The classical Wald test, based on the maximum likelihood estimator, can be seen as a particular case inside our family. Theoretical results, supported by an extensive simulation study, point out how some tests included in this family have a …

Authors

Castilla E; Martín N; Muñoz S; Pardo L

Journal

Journal of Statistical Computation and Simulation, Vol. 90, No. 14, pp. 2655–2680

Publisher

Taylor & Francis

Publication Date

September 21, 2020

DOI

10.1080/00949655.2020.1787410

ISSN

0094-9655