Outliers in Statistical Data

Inbunden, Engelska, 1994

Del 317 i serien Wiley Series in Probability and Statistics

2 980 kr

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Beskrivning

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. This third edition reflects the latest state of knowledge with fully revised and extended coverage of all topics. Additional topics and new emphases are presented and a richer coverage of practical fields and computer-based facilities, together with a fully updated reference list, are provided.

Produktinformation

Utgivningsdatum:1994-02-15
Mått:162 x 235 x 43 mm
Vikt:1 049 g
Format:Inbunden
Språk:Engelska
Serie:Wiley Series in Probability and Statistics
Antal sidor:608
Upplaga:3
Förlag:John Wiley & Sons Inc
ISBN:9780471930945

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

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.

Recensioner i media

"It is an extremely well written and thought provoking classical book about outliers." (Journal of Statistical Computation and Simulation, January 2006)

Innehållsförteckning

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.