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