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Nonparametric methods in statistics with SAS applications

Author: Olga Korosteleva
Publisher: Boca Raton : CRC Press, [2014]
Series: Texts in statistical science.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Preface This book has been written as a textbook for the second-year graduate course taught by the author in the Master's program in Applied Statistics at California State University, Long Beach. The goal of this course is to teach applications of nonparametric methods in statistics, starting with the hypotheses testing and moving on to regression, time-to-event analysis, density estimation and resampling methods.  Read more...
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Genre/Form: Textbooks
Document Type: Book
All Authors / Contributors: Olga Korosteleva
ISBN: 9781466580626 1466580623
OCLC Number: 841895084
Description: vi, 183 pages ; 24 cm.
Contents: 1. Hypotheses Testing for Two Samples --
2. Hypotheses Testing for Several Samples --
3. Tests for Categorical Data --
4. Nonparametric Regression --
5. Nonparametric Generalized Additive Regression --
6. Time-to-Event Analysis --
7. Univariate Probability Density Estimation --
8. Resampling Methods for Interval Estimation.
Series Title: Texts in statistical science.
Responsibility: Olga Korosteleva, California State University, Long Beach.
More information:

Abstract:

"Preface This book has been written as a textbook for the second-year graduate course taught by the author in the Master's program in Applied Statistics at California State University, Long Beach. The goal of this course is to teach applications of nonparametric methods in statistics, starting with the hypotheses testing and moving on to regression, time-to-event analysis, density estimation and resampling methods. Being a textbook, this book is abundant with examples and exercises. The settings were taken from various scientific disciplines: health sciences, psychology, social sciences, education, clinical trials, to name a few. The settings and properly disguised data came from consulting projects that the author had been involved in over the past decade. All examples and exercises require the use of SAS 9.3 software. In the text, complete SAS codes are given for all examples. To prevent typing errors, the data sets for exercises are available on the book website. Instructors' solutions manual for all exercises is available to instructors upon request on the same website. Olga Korosteleva March, 2013"--

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"... just what I have been looking for. The purpose of the book is to teach master's students applications of popular nonparametric methods making use of SAS 9.3 software. ... My favorite feature of Read more...

 
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