Introduction to robust estimation and hypothesis testing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam [u.a.]
Academic Press
2012
|
| Ausgabe: | 3. ed. |
| Schlagworte: | |
| Online-Zugang: | FAW01 FLA01 FUBA1 UBM01 Volltext |
| Beschreibung: | Machine generated contents note: 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. 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 "This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"-- Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource (XXI, 690 S.) graph. Darst. |
| ISBN: | 9780123870155 0123870151 |
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| 245 | 1 | 0 | |a Introduction to robust estimation and hypothesis testing |c Rand R. Wilcox |
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| 500 | |a Machine generated contents note: 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 | ||
| 500 | |a 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 | ||
| 500 | |a "This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"-- | ||
| 500 | |a Includes bibliographical references and index | ||
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Datensatz im Suchindex
| _version_ | 1804152899084746752 |
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| any_adam_object | |
| author | Wilcox, Rand R. |
| author_GND | (DE-588)141426241 |
| author_facet | Wilcox, Rand R. |
| author_role | aut |
| author_sort | Wilcox, Rand R. |
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| bvnumber | BV042310451 |
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| dewey-full | 519.5/44 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/44 |
| dewey-search | 519.5/44 |
| dewey-sort | 3519.5 244 |
| dewey-tens | 510 - Mathematics |
| discipline | Psychologie Mathematik Wirtschaftswissenschaften |
| edition | 3. ed. |
| format | Electronic eBook |
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| id | DE-604.BV042310451 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:18:02Z |
| institution | BVB |
| isbn | 9780123870155 0123870151 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027747443 |
| oclc_num | 775791707 |
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| physical | 1 Online-Ressource (XXI, 690 S.) graph. Darst. |
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| publishDate | 2012 |
| publishDateSearch | 2012 |
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| publisher | Academic Press |
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| spelling | Wilcox, Rand R. Verfasser (DE-588)141426241 aut Introduction to robust estimation and hypothesis testing Rand R. Wilcox 3. ed. Amsterdam [u.a.] Academic Press 2012 1 Online-Ressource (XXI, 690 S.) graph. Darst. txt rdacontent c rdamedia cr rdacarrier Machine generated contents note: 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. 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 "This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"-- Includes bibliographical references and index MATHEMATICS / Probability & Statistics / General bisacsh Estimation theory local Robust statistics local Statistical hypothesis testing local Robuuste statistiek gtt Schattingstheorie gtt Hypothesetoetsing gtt Estimation theory Robust statistics Statistical hypothesis testing Robuste Schätzung (DE-588)4178265-3 gnd rswk-swf Statistischer Test (DE-588)4077852-6 gnd rswk-swf Electronic books Statistischer Test (DE-588)4077852-6 s DE-604 Robuste Schätzung (DE-588)4178265-3 s Erscheint auch als Druck-Ausgabe 978-0-12-386983-8 (DE-604)BV041700948 Erscheint auch als Druck-Ausgabe 0-12-386983-8 http://www.sciencedirect.com/science/book/9780123869838 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Wilcox, Rand R. Introduction to robust estimation and hypothesis testing MATHEMATICS / Probability & Statistics / General bisacsh Estimation theory local Robust statistics local Statistical hypothesis testing local Robuuste statistiek gtt Schattingstheorie gtt Hypothesetoetsing gtt Estimation theory 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 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 | MATHEMATICS / Probability & Statistics / General bisacsh Estimation theory local Robust statistics local Statistical hypothesis testing local Robuuste statistiek gtt Schattingstheorie gtt Hypothesetoetsing gtt Estimation theory Robust statistics Statistical hypothesis testing Robuste Schätzung (DE-588)4178265-3 gnd Statistischer Test (DE-588)4077852-6 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / General Estimation theory Robust statistics Statistical hypothesis testing Robuuste statistiek Schattingstheorie Hypothesetoetsing Robuste Schätzung Statistischer Test |
| url | http://www.sciencedirect.com/science/book/9780123869838 |
| work_keys_str_mv | AT wilcoxrandr introductiontorobustestimationandhypothesistesting |