Outlines in Statistical Data

Outlines in Statistical Data

by Vic Barnett, Toby Lewis

Hardcover

$79.95

Product Details

ISBN-13: 9780471995999
Publisher: Wiley, John & Sons, Incorporated
Publication date: 07/01/1978
Series: Probability and Statistics Series
Pages: 365

Table of Contents

PARTIAL TABLE OF CONTENTS: BASIC PRINCIPLES
Why Do Outlying Observations Arise and What Should One Do About Them?
The Accommodation Approach: Robust Estimation and Testing
UNIVARIATE DATA
Accommodation Procedures for Univariate Samples
Specific Discordancy Tests for Outliers in Univariate Samples
MULTIVARIATE AND STRUCTURED DATA
Outliers in Multivariate Data
The Outlier Problem for Structured Data: Regression, the Linear Model 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

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