Korosteleva, Olga,
Nonparametric methods in statistics with SAS applications / Olga Korosteleva, California State University, Long Beach. - Boca Raton : CRC Press, [2014] - vi, 183 pages ; 24 cm. - Chapman & Hall/CRC texts in statistical science series . - Texts in statistical science. .
Includes bibliographical references and index.
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.
"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"--
SAS (Computer file)
SAS (Computer file)
Nonparametric statistics--Data processing--Textbooks.
MATHEMATICS--Probability & Statistics--General.
Nonparametric statistics--Data processing.
Nichtparametrische Statistik.
Statistischer Test.
Regressionsmodell.
Dichteschatzung.
Resampling.
SAS.
Textbooks.
519.54 / KOR
Nonparametric methods in statistics with SAS applications / Olga Korosteleva, California State University, Long Beach. - Boca Raton : CRC Press, [2014] - vi, 183 pages ; 24 cm. - Chapman & Hall/CRC texts in statistical science series . - Texts in statistical science. .
Includes bibliographical references and index.
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.
"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"--
SAS (Computer file)
SAS (Computer file)
Nonparametric statistics--Data processing--Textbooks.
MATHEMATICS--Probability & Statistics--General.
Nonparametric statistics--Data processing.
Nichtparametrische Statistik.
Statistischer Test.
Regressionsmodell.
Dichteschatzung.
Resampling.
SAS.
Textbooks.
519.54 / KOR