Vic Barnett: Outliers in Statistical Data

Cover: 9780471930945 | Outliers in Statistical Data | Vic Barnett (u. a.) | Buch | Gebunden

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Beschreibung

From its initial publication this book has been the standard text on the subject. Since then, there has been a continuing high level of activity, and work has developed in all major areas, including univariate and multivariate data, linear models, regression, and time series. Thus a third edition was obviously essential. Every essential area is thoroughly updated to reflect the latest state of knowledge. All the topics are fully revised and extended, and additional topics and new emphases are presented. Important features of this new edition are comprehensive updating of methodology and tables; major expansion of topics including time series, contingency tables, multivariate analysis and regression data (particularly influence and robustness, diagnostics, multiple outliers, non-linear models, L(subscript 1)-norm methods); and richer coverage of practical fields and computer-based facilities, and a thoroughly updated reference list. New introduced topics include standards and regulations, computer software packages, and sample surveys. To facilitate ease of use, the book has been restructured into four parts: Basic Principles, Univariate Data, Multivariate and Structured Data, and Special Topics. This new edition, with the revised and new material, is sure to enhance the book's recognised position as the reference on the subject of outliers.

Über den Autor

Vic Barnett is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley. Toby Lewis is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley.

Inhaltsverzeichnis

Partial table of contents.

BASIC PRINCIPLES.

Why Do Outlying Observations Arise and What Should One Do AboutThem?

The Accommodation Approach: Robust Estimation and Testing.

UNIVARIATE DATA.

Accommodation Procedures for Univariate Samples.

Specific Discordancy Tests for Outliers in UnivariateSamples.

MULTIVARIATE AND STRUCTURED DATA.

Outliers in Multivariate Data.

The Outlier Problem for Structured Data: Regression, the LinearModel and Designed Experiments.

SPECIAL TOPICS.

Bayesian Approaches to Outliers.

Outliers in Time Series: An Important Area of Outlier Study.

Outliers in Directional Data.

Appendix.

References and Bibliography.

Index.

Details

Erscheinungsjahr:	1994
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	Gebunden
ISBN-13:	9780471930945
ISBN-10:	0471930946
Sprache:	Englisch
Einband:	Gebunden
Autor:	Barnett, Vic Lewis, Toby
Auflage:	3rd Revised edition
Hersteller:	Wiley
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	235 x 157 x 40 mm
Von/Mit:	Vic Barnett (u. a.)
Erscheinungsdatum:	09.05.1994
Gewicht:	1,127 kg

Artikel-ID: 132523290

Über den Autor

Vic Barnett is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley. Toby Lewis is the author of Outliers in Statistical Data, 3rd Edition, published by Wiley.

Inhaltsverzeichnis

Details

Erscheinungsjahr:	1994
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	Gebunden
ISBN-13:	9780471930945
ISBN-10:	0471930946
Sprache:	Englisch
Einband:	Gebunden
Autor:	Barnett, Vic Lewis, Toby
Auflage:	3rd Revised edition
Hersteller:	Wiley
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	235 x 157 x 40 mm
Von/Mit:	Vic Barnett (u. a.)
Erscheinungsdatum:	09.05.1994
Gewicht:	1,127 kg