Nonparametric Statistics with Applications to Science and Engineering
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Nonparametric Statistics with Applications to Science and Engineering by Brani Vidakovic
Book DescriptionA thorough and definitive book that fully addresses traditional and modern-day topics of nonparametric statistics This book presents a practical approach to nonparametric statistical analysis and provides comprehensive coverage of both established and newly developed methods. With the use of MATLAB, the authors present information on theorems and rank tests in an applied fashion, with an emphasis on modern methods in regression and curve fitting, bootstrap confidence intervals, splines, wavelets, empirical likelihood, and goodness-of-fit testing. Nonparametric Statistics with Applications to Science and Engineering begins with succinct coverage of basic results for order statistics, methods of categorical data analysis, nonparametric regression, and curve fitting methods. The authors then focus on nonparametric procedures that are becoming more relevant to engineering researchers and practitioners. The important fundamental materials needed to effectively learn and apply the discussed methods are also provided throughout the book. Complete with exercise sets, chapter reviews, and a related Web site that features downloadable MATLAB applications, this book is an essential textbook for graduate courses in engineering and the physical sciences and also serves as a valuable reference for researchers who seek a more comprehensive understanding of modern nonparametric statistical methods.
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Book DetailsISBN: 9780470081471
(234mm x 162mm x 27mm)
Publisher: John Wiley and Sons Ltd
Publish Date: 17-Aug-2007
Country of Publication: United States
Books By Author Brani Vidakovic
Methods and Applications of Statistics in the Social and Behavioral Sciences, Hardback (November 2012)
Based on the multifaceted Encyclopedia of Statistical Sciences, Second Edition, this concise book outlines the statistical concepts and techniques for application that are essential for understanding data gathered from modern research in the social and behavioral sciences.
Methods and Applications of Statistics in the Life and Health Sciences, Hardback (January 2010)
Outlines the statistical tools for successfully working with modern life and health sciences research. This book offers coverage of the underlying theory and standard applications to research in related disciplines such as biology, epidemiology, clinical trials, and public health.
Encyclopedia of Statistical Sciences, Hardback (January 2006)
Countless professionals and students who use statistics in their work rely on the multi-volume Encyclopedia of Statistical Sciences as a superior and unique source of information on statistical theory, methods, and applications.
Statistical Modeling by Wavelets, Hardback (May 1999)» View all books by Brani Vidakovic
In recent years there has been a growing interest in the application of the mathematical functions known as wavelets to a broad range of statistical problems. This pioneering, state-of-the-art book focuses on those applications.
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Author Biography - Brani Vidakovic
Paul H. Kvam, PhD, is Professor of Industrial and Systems Engineering at Georgia Institute of Technology. His research interests include nonparametric estimation, statistical reliability with applications to engineering, and analysis of complex and dependent systems. He has written over fifty refereed articles and was named a Fellow of the American Statistical Association in 2006. Brani Vidakovic, PhD, is Professor of Statistics and Director of the Center for Bioengineering Statistics at The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology. He has authored or co-authored three books and has published more than four dozen refereed articles. His areas of interest include wavelets, Bayesian inference, biostatistics, statistical methods in environmental research, and statistical education.
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