Modern Applied U-Statistics

Modern Applied U-Statistics
Author :
Publisher : John Wiley & Sons
Total Pages : 402
Release :
ISBN-10 : 9780470186459
ISBN-13 : 0470186453
Rating : 4/5 (453 Downloads)

Book Synopsis Modern Applied U-Statistics by : Jeanne Kowalski

Download or read book Modern Applied U-Statistics written by Jeanne Kowalski and published by John Wiley & Sons. This book was released on 2008-01-28 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely and applied approach to the newly discovered methods and applications of U-statistics Built on years of collaborative research and academic experience, Modern Applied U-Statistics successfully presents a thorough introduction to the theory of U-statistics using in-depth examples and applications that address contemporary areas of study including biomedical and psychosocial research. Utilizing a "learn by example" approach, this book provides an accessible, yet in-depth, treatment of U-statistics, as well as addresses key concepts in asymptotic theory by integrating translational and cross-disciplinary research. The authors begin with an introduction of the essential and theoretical foundations of U-statistics such as the notion of convergence in probability and distribution, basic convergence results, stochastic Os, inference theory, generalized estimating equations, as well as the definition and asymptotic properties of U-statistics. With an emphasis on nonparametric applications when and where applicable, the authors then build upon this established foundation in order to equip readers with the knowledge needed to understand the modern-day extensions of U-statistics that are explored in subsequent chapters. Additional topical coverage includes: Longitudinal data modeling with missing data Parametric and distribution-free mixed-effect and structural equation models A new multi-response based regression framework for non-parametric statistics such as the product moment correlation, Kendall's tau, and Mann-Whitney-Wilcoxon rank tests A new class of U-statistic-based estimating equations (UBEE) for dependent responses Motivating examples, in-depth illustrations of statistical and model-building concepts, and an extensive discussion of longitudinal study designs strengthen the real-world utility and comprehension of this book. An accompanying Web site features SAS? and S-Plus? program codes, software applications, and additional study data. Modern Applied U-Statistics accommodates second- and third-year students of biostatistics at the graduate level and also serves as an excellent self-study for practitioners in the fields of bioinformatics and psychosocial research.


Modern Applied U-Statistics Related Books

Modern Applied U-Statistics
Language: en
Pages: 402
Authors: Jeanne Kowalski
Categories: Mathematics
Type: BOOK - Published: 2008-01-28 - Publisher: John Wiley & Sons

GET EBOOK

A timely and applied approach to the newly discovered methods and applications of U-statistics Built on years of collaborative research and academic experience,
A Modern Introduction to Probability and Statistics
Language: en
Pages: 485
Authors: F.M. Dekking
Categories: Mathematics
Type: BOOK - Published: 2006-03-30 - Publisher: Springer Science & Business Media

GET EBOOK

Suitable for self study Use real examples and real data sets that will be familiar to the audience Introduction to the bootstrap is included – this is a moder
All of Statistics
Language: en
Pages: 446
Authors: Larry Wasserman
Categories: Mathematics
Type: BOOK - Published: 2013-12-11 - Publisher: Springer Science & Business Media

GET EBOOK

Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a
Modern Statistics for Modern Biology
Language: en
Pages: 407
Authors: SUSAN. HUBER HOLMES (WOLFGANG.)
Categories: Biometry
Type: BOOK - Published: 2018 - Publisher: Cambridge University Press

GET EBOOK

Applied Multivariate Statistical Analysis
Language: en
Pages: 611
Authors: Wolfgang Karl Härdle
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

GET EBOOK