Regression Diagnostics

Shuangzhe LIU; Alan Welsh

doi:10.1007/978-3-662-69359-9

Regression Diagnostics

Shuangzhe LIU
, Alan Welsh

Research output: A Conference proceeding or a Chapter in Book › Entry for encyclopedia/dictionary › peer-review

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 language	English
Title of host publication	International Encyclopedia of Statistical Science
Editors	Miodrag Lovric
Place of Publication	Germany
Publisher	Springer
Pages	1206-1208
Number of pages	3
Edition	2
ISBN (Electronic)	9783662693599
ISBN (Print)	9783662693582
DOIs	https://doi.org/10.1007/978-3-662-69359-9
Publication status	Published - 1 Jan 2025

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10.1007/978-3-662-69359-9

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Regression Diagnostics

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