Downloads provided by UsageCountsDiagnostic measures for linear mixed measurement error models
Zare, Karim; Rasekh, Abdolrahman;
Diagnostic measures for linear mixed measurement error models
In this paper, we present case deletion and mean shift outlie r models for linear mixed measure- ment error models using the corrected likelihood of Nakamur a (1990). We derive the corrected score test statistic for outliers detection based on mean sh ift outlier models. Furthermore, several case deletion diagnostics are constructed as a tool for influ ence diagnostics. It is found that they can be written in terms of studentized residuals of model, er ror contrast matrix and the inverse of the response variable covariance matrix. Our influence diag nostics are illustrated through a real data set.
Peer Reviewed
Estadística matemàtica, Classificació AMS::62 Statistics::62J Linear inference, Linear mixed measurement, mean shift outlier model, Classificació AMS::62 Statistics::62J Linear inference, regression, case deletion, Case deletion, Error models, linear mixed measurement error models, Mathematical statistics, Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica, :Matemàtiques i estadística::Estadística matemàtica [Àrees temàtiques de la UPC], Corrected score method, :62 Statistics::62J Linear inference, regression [Classificació AMS], Mean shift outlier model, regression, influential points, Influential points, Regression analysis, corrected score method
Estadística matemàtica, Classificació AMS::62 Statistics::62J Linear inference, Linear mixed measurement, mean shift outlier model, Classificació AMS::62 Statistics::62J Linear inference, regression, case deletion, Case deletion, Error models, linear mixed measurement error models, Mathematical statistics, Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica, :Matemàtiques i estadística::Estadística matemàtica [Àrees temàtiques de la UPC], Corrected score method, :62 Statistics::62J Linear inference, regression [Classificació AMS], Mean shift outlier model, regression, influential points, Influential points, Regression analysis, corrected score method
selected citations These citations are derived from selected sources.This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).0 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Average influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Average views 46 downloads 26 - 46views26downloads
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These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
Influence provided by BIP!impulseImpulse provided by BIP!
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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