Identification of Outliers.
The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier...
में बचाया:
| मुख्य लेखक: | |
|---|---|
| स्वरूप: | Livre numérique |
| भाषा: | Anglais |
| प्रकाशित: |
Dordrecht :
Springer Netherlands
[20..].
|
| श्रृंखला: | Monographs on Applied Probability and Statistics
|
| विषय: | |
| ऑनलाइन पहुंच: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| टिप्पणी: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Identification of outliers, D.M. Hawkins, London, Chapman and Hall, 1980, 1 vol. (X-188 p.), Monographs on applied probability and statistics, 0-412-21900-X |
विषय - सूची:
- 1 Introduction
- 2 General theoretical principles
- 3 A single outlier in normal samples
- 4 The gamma distribution
- 5 Multiple outliers
- 6 Non-parametric tests
- 7 Outliers from the linear model
- 8 Multivariate outlier detection
- 9 Bayesian approach to outliers
- 10 Miscellaneous topics
- Appendix 5 Fractiles for testing for two outliers in normal data
- Appendix 6 Probabilities of the Mosteller test
- Appendix 7 Fractiles of the Doornbos test
- Appendix 8 Fractiles of the Wilks statistics
- Appendix 10 A single outlier in a two-way factorial experiment