A gradient-based deletion diagnostic measure for generalized linear mixed models

Research output: Contribution to journalArticlepeer-review

Abstract

A gradient-statistic-based diagnostic measure is developed in the context of the generalized linear mixed models. Its performance is assessed by some real examples and simulation studies, in terms of ability in detecting influential data structures and of concordance with the most used influence measures.
Original languageEnglish
Pages (from-to)1972-1982
Number of pages11
JournalCOMMUNICATIONS IN STATISTICS. THEORY AND METHODS
Volume46
Publication statusPublished - 2016

All Science Journal Classification (ASJC) codes

  • Statistics and Probability

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