Monte Carlo-Based Covariance Matrix of Residuals and Critical Values in Minimum L1-Norm

Robust estimators are often lacking a closed-form expression for the computation of their residual covariance matrix. In fact, it is also a prerequisite to obtain critical values for normalized residuals. We present an approach based on Monte Carlo simulation to compute the residual covariance matri...

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Bibliographic Details
Main Authors: Stefano Sampaio Suraci, Leonardo Castro de Oliveira, Ivandro Klein, Vinicius Francisco Rofatto, Marcelo Tomio Matsuoka, Sergio Baselga
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2021/8123493