Introduction to robust estimation and hypothesis testing [[electronic resource] /] / Rand Wilcox

• Autore: Wilcox Rand R
• Pubblicazione: Amsterdam ; ; Boston, : Academic Press, 2012
• Edizione: 3rd ed.
• Descrizione fisica: 1 online resource (713 p.)
• Disciplina: 519.5/44
• Soggetto topico: Estimation theory; Robust statistics; Statistical hypothesis testing
• Note generali: Description based upon print version of record
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: "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"--
• Titolo autorizzato: Introduction to robust estimation and hypothesis testing
• ISBN: 1-283-39408-1; 9786613394088; 0-12-387015-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910781939503321
• Lo trovi qui: Univ. Federico II
• Serie: Statistical Modeling and Decision Science