Introduction to robust estimation and hypothesis testing /:
This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam ; Boston :
Elsevier/Academic Press,
©2005.
|
| Ausgabe: | 2nd ed. |
| Schriftenreihe: | Statistical modeling and decision science.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations. Introd. |
| Beschreibung: | 1 online resource (xix, 588 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 537-573) and index. |
| ISBN: | 9780080470535 008047053X |
Internformat
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| 650 | 0 | |a Statistical hypothesis testing. |0 http://id.loc.gov/authorities/subjects/sh85127567 | |
| 650 | 6 | |a Théorie de l'estimation. | |
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| contents | Preface; 1. Introduction; 2. A Foundation for Robust Methods; 3. Estimating Measures of Location and Scale; 4. Confidence Intervals in the One-Sample Case; 5. Comparing Two Groups; 6. Some Multivariate Methods; 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups; 9. Correlation and Tests of Independence; 10. Robust Regression; 11. More Regression Methods |
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| discipline | Mathematik |
| edition | 2nd ed. |
| format | Electronic eBook |
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| illustrated | Illustrated |
| indexdate | 2024-11-27T13:16:02Z |
| institution | BVB |
| isbn | 9780080470535 008047053X |
| language | English |
| oclc_num | 123416244 |
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| series | Statistical modeling and decision science. |
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| spelling | Wilcox, Rand R. Introduction to robust estimation and hypothesis testing / Rand R. Wilcox. 2nd ed. Amsterdam ; Boston : Elsevier/Academic Press, ©2005. 1 online resource (xix, 588 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Statistical modeling and decision science Includes bibliographical references (pages 537-573) and index. Print version record. Preface; 1. Introduction; 2. A Foundation for Robust Methods; 3. Estimating Measures of Location and Scale; 4. Confidence Intervals in the One-Sample Case; 5. Comparing Two Groups; 6. Some Multivariate Methods; 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups; 9. Correlation and Tests of Independence; 10. Robust Regression; 11. More Regression Methods This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations. Introd. Estimation theory. http://id.loc.gov/authorities/subjects/sh85044957 Robust statistics. http://id.loc.gov/authorities/subjects/sh85114641 Statistical hypothesis testing. http://id.loc.gov/authorities/subjects/sh85127567 Théorie de l'estimation. Statistiques robustes. Tests d'hypothèses (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Estimation theory fast Robust statistics fast Statistical hypothesis testing fast Statistische toetsen. gtt Schattingstheorie. gtt Robuustheid. gtt has work: Introduction to robust estimation and hypothesis testing (Text) https://id.oclc.org/worldcat/entity/E39PCFPBpBC3BJ7rW3w4G6KYWC https://id.oclc.org/worldcat/ontology/hasWork Print version: Wilcox, Rand R. Introduction to robust estimation and hypothesis testing. 2nd ed. Amsterdam ; Boston : Elsevier/Academic Press, ©2005 0127515429 9780127515427 (DLC) 2005270106 (OCoLC)57434247 Statistical modeling and decision science. http://id.loc.gov/authorities/names/n86717958 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=187208 Volltext |
| spellingShingle | Wilcox, Rand R. Introduction to robust estimation and hypothesis testing / Statistical modeling and decision science. Preface; 1. Introduction; 2. A Foundation for Robust Methods; 3. Estimating Measures of Location and Scale; 4. Confidence Intervals in the One-Sample Case; 5. Comparing Two Groups; 6. Some Multivariate Methods; 7. One-Way and Higher Designs for Independent Groups 8. Comparing Multiple Dependent Groups; 9. Correlation and Tests of Independence; 10. Robust Regression; 11. More Regression Methods Estimation theory. http://id.loc.gov/authorities/subjects/sh85044957 Robust statistics. http://id.loc.gov/authorities/subjects/sh85114641 Statistical hypothesis testing. http://id.loc.gov/authorities/subjects/sh85127567 Théorie de l'estimation. Statistiques robustes. Tests d'hypothèses (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Estimation theory fast Robust statistics fast Statistical hypothesis testing fast Statistische toetsen. gtt Schattingstheorie. gtt Robuustheid. gtt |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85044957 http://id.loc.gov/authorities/subjects/sh85114641 http://id.loc.gov/authorities/subjects/sh85127567 |
| title | Introduction to robust estimation and hypothesis testing / |
| title_auth | Introduction to robust estimation and hypothesis testing / |
| title_exact_search | Introduction to robust estimation and hypothesis testing / |
| title_full | Introduction to robust estimation and hypothesis testing / Rand R. Wilcox. |
| title_fullStr | Introduction to robust estimation and hypothesis testing / Rand R. Wilcox. |
| title_full_unstemmed | Introduction to robust estimation and hypothesis testing / Rand R. Wilcox. |
| title_short | Introduction to robust estimation and hypothesis testing / |
| title_sort | introduction to robust estimation and hypothesis testing |
| topic | Estimation theory. http://id.loc.gov/authorities/subjects/sh85044957 Robust statistics. http://id.loc.gov/authorities/subjects/sh85114641 Statistical hypothesis testing. http://id.loc.gov/authorities/subjects/sh85127567 Théorie de l'estimation. Statistiques robustes. Tests d'hypothèses (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Estimation theory fast Robust statistics fast Statistical hypothesis testing fast Statistische toetsen. gtt Schattingstheorie. gtt Robuustheid. gtt |
| topic_facet | Estimation theory. Robust statistics. Statistical hypothesis testing. Théorie de l'estimation. Statistiques robustes. Tests d'hypothèses (Statistique) MATHEMATICS Probability & Statistics General. Estimation theory Robust statistics Statistical hypothesis testing Statistische toetsen. Schattingstheorie. Robuustheid. |
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