Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1151873 | Statistical Methodology | 2010 | 11 Pages |
Abstract
Patriota and Lemonte [24] introduced a quite general multivariate normal regression model. This model considers that the mean vector and the covariance matrix share the same vector of parameters. In this paper we present some influence assessment for this model, such as the local influence, total local influence of an individual and generalized leverage which are discussed. Additionally, the normal curvatures for local influence studies are derived under some perturbation schemes.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Alexandre G. Patriota, Artur J. Lemonte, Mário de Castro,