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.
Enea, M., Plaia, A. (2016). A gradient-based deletion diagnostic measure for generalized linear mixed models. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, 46(4), 1972-1982 [10.1080/03610926.2015.1030956].
A gradient-based deletion diagnostic measure for generalized linear mixed models
ENEA, Marco;PLAIA, Antonella
2016-01-01
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.
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