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...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
St. Louis
Elsevier Science
2011
|
| Edition: | 3rd ed |
| Series: | Statistical Modeling and Decision Science
|
| Subjects: | |
| Summary: | 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. Introduction to Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables. Covers latest developments in robust regression Covers latest improvements in ANOVA Includes newest rank-based methods Describes and illustrated easy to use software |
| Item Description: | Description based on publisher supplied metadata and other sources |
| Physical Description: | 1 online resource (713 pages) |
| ISBN: | 9780123870155 9780123869838 |
Staff View
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| id | DE-604.BV044049746 |
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| language | English |
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| publisher | Elsevier Science |
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| series2 | Statistical Modeling and Decision Science |
| spelling | Wilcox, Rand R. Verfasser aut Introduction to Robust Estimation and Hypothesis Testing 3rd ed St. Louis Elsevier Science 2011 © 2012 1 online resource (713 pages) txt rdacontent c rdamedia cr rdacarrier Statistical Modeling and Decision Science Description based on publisher supplied metadata and other sources 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. Introduction to Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables. Covers latest developments in robust regression Covers latest improvements in ANOVA Includes newest rank-based methods Describes and illustrated easy to use software Estimation theory Robust estimation Robust statistics Statistical hypothesis testing Robuste Schätzung (DE-588)4178265-3 gnd rswk-swf Statistischer Test (DE-588)4077852-6 gnd rswk-swf Statistischer Test (DE-588)4077852-6 s 1\p DE-604 Robuste Schätzung (DE-588)4178265-3 s 2\p DE-604 Erscheint auch als Druck-Ausgabe Wilcox, Rand R . Introduction to Robust Estimation and Hypothesis Testing 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Wilcox, Rand R. Introduction to Robust Estimation and Hypothesis Testing Estimation theory Robust estimation Robust statistics Statistical hypothesis testing Robuste Schätzung (DE-588)4178265-3 gnd Statistischer Test (DE-588)4077852-6 gnd |
| subject_GND | (DE-588)4178265-3 (DE-588)4077852-6 |
| 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 |
| title_fullStr | Introduction to Robust Estimation and Hypothesis Testing |
| title_full_unstemmed | Introduction to Robust Estimation and Hypothesis Testing |
| title_short | Introduction to Robust Estimation and Hypothesis Testing |
| title_sort | introduction to robust estimation and hypothesis testing |
| topic | Estimation theory Robust estimation Robust statistics Statistical hypothesis testing Robuste Schätzung (DE-588)4178265-3 gnd Statistischer Test (DE-588)4077852-6 gnd |
| topic_facet | Estimation theory Robust estimation Robust statistics Statistical hypothesis testing Robuste Schätzung Statistischer Test |
| work_keys_str_mv | AT wilcoxrandr introductiontorobustestimationandhypothesistesting |