Regression diagnostics

Shuangzhe Liu, Alan Welsh

Research output: A Conference proceeding or a Chapter in BookEntry for encyclopedia/dictionary

Abstract

Regression diagnostics are a set of mostly graphical methods which are used to check empirically the reasonableness of the basic assumptions made in the model. These informal methods are an important part of regression modelling: many formal conclusions and inferences (including confidence intervals, statistical tests, prediction etc.) derived from a fitted model only make sense if the assumptions of the model hold. If the regression assumptions are violated, any application of results obtained from the model can be very misleading.
Original languageEnglish
Title of host publicationInternational Encyclopedia of Statistical Science
EditorsMiodrag Lovric
Place of PublicationBerlin
PublisherSpringer
Pages1206-1208
Number of pages3
ISBN (Electronic)9783642048982
ISBN (Print)9783642048975
DOIs
Publication statusPublished - 2011

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