Search results for " deletion diagnostics"

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

2016

ABSTRACTA 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.

Statistics and ProbabilityMathematical optimizationConcordance05 social sciencesContext (language use)Data structure01 natural sciencesMeasure (mathematics)Generalized linear mixed model010104 statistics & probabilityInfluence outliers deletion diagnostics GLMM gradient statisticGradient based algorithm0502 economics and businessOutlierApplied mathematics0101 mathematicsSettore SECS-S/01 - Statistica050205 econometrics MathematicsCommunications in Statistics - Theory and Methods
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