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Cover: 9783659389757 | On Some Aspects Of Residual Analysis In Regression Models | Buch
Dekorationsartikel gehören nicht zum Leistungsumfang.
On Some Aspects Of Residual Analysis In Regression Models
Examination of Residuals
Taschenbuch von Stella Ingileela (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor
She is presently working as Assistant Professor in Achraya N.[...] 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.
Details
Erscheinungsjahr: 2013
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 136 S.
ISBN-13: 9783659389757
ISBN-10: 3659389757
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Ingileela, Stella
Subbarayudu, M.
Pagadala, Balasiddamuni
Hersteller: LAP LAMBERT Academic Publishing
Verantwortliche Person für die EU: LAP Lambert Academic Publishing, Brivibas Gatve 197, ?-1039 Riga, customerservice@vdm-vsg.de
Maße: 220 x 150 x 9 mm
Von/Mit: Stella Ingileela (u. a.)
Erscheinungsdatum: 08.11.2013
Gewicht: 0,221 kg
Artikel-ID: 105590669
Über den Autor
She is presently working as Assistant Professor in Achraya N.[...] 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.
Details
Erscheinungsjahr: 2013
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: 136 S.
ISBN-13: 9783659389757
ISBN-10: 3659389757
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Ingileela, Stella
Subbarayudu, M.
Pagadala, Balasiddamuni
Hersteller: LAP LAMBERT Academic Publishing
Verantwortliche Person für die EU: LAP Lambert Academic Publishing, Brivibas Gatve 197, ?-1039 Riga, customerservice@vdm-vsg.de
Maße: 220 x 150 x 9 mm
Von/Mit: Stella Ingileela (u. a.)
Erscheinungsdatum: 08.11.2013
Gewicht: 0,221 kg
Artikel-ID: 105590669
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