On Some Aspects Of Residual Analysis In Regression Models: Examination of Residuals - Couverture souple

Ingileela, Stella; Subbarayudu, M.; Pagadala, Balasiddamuni

 
9783659389757: On Some Aspects Of Residual Analysis In Regression Models: Examination of Residuals
Couverture souple
ISBN 10 : 3659389757 ISBN 13 : 9783659389757
Editeur : LAP Lambert Academic Publishing, 2013

Synopsis

In this book an attempt has been made by proposing some inferential techniques for linear regression models by using various types of residuals other than OLS residuals.Chapter I contains the general introduction about the concept of residuals in regression analysis. Various types of residuals and their properties have been described in chapter II. The literature on residual analysis and regression diagnostics have been reviewed in chapter III. In particular, it is discussed about examination of residual plots diagnostics for identifying unusual data points, detection of influential subsets, until applications of residuals. Chapter IV contains the proposed methods under is the contributory one in which outliers are detected; Leverage and influential points are identified; Goldfeld-Quandt test statistics computed to know the heteroscodastocity; Chow test statistic is computed to know the structural change and Durbin-Waston test statistic is competed to know the autocorrelation using different types of residuals.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

She is presently working as Assistant Professor in Achraya N.G.Ranga Agricultural University, Hyderabad. She served about 15 years as Assistant Statistical officer in Finance Department at AP Secretariate,Hyderabad. She published one book in Lambert academic publishing.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659389757
ISBN 13 
9783659389757
Reliure
Broché
Nombre de pages
136
Coordonnées du fabricant
non disponible
Personne responsable
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