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ISO 16269-4 : 2010

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ISO 16269-4 : 2010

STATISTICAL INTERPRETATION OF DATA - PART 4: DETECTION AND TREATMENT OF OUTLIERS

International Organization for Standardization

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Table of Contents

Foreword
Introduction
1 Scope
2 Terms and definitions
3 Symbols
4 Outliers in univariate data
5 Accommodating outliers in univariate data
6 Outliers in multivariate and regression data
Annex A (informative) - Algorithm for the GESD outliers
        detection procedure
Annex B (normative) - Critical values of outliers test
        statistics for exponential samples
Annex C (normative) - Factor values of the modified box plot
Annex D (normative) - Values of the correction factors for the
        robust estimators of the scale parameter
Annex E (normative) - Critical values of Cochran's test
        statistic
Annex F (informative) - A structured guide to detection of
        outliers in univariate data
Bibliography

Abstract

This part of ISO 16269 provides detailed descriptions of sound statistical testing procedures and graphical data analysis methods for detecting outliers in data obtained from measurement processes.

General Product Information

Document Type Standard
Status Current
Publisher International Organization for Standardization
Committee TC 69
Supersedes
  • ISO/DIS 16269-4 : 60.00 (2010)