Statistical hypothesis testing with SAS and R
 Author/Creator
 Taeger, Dirk, author.
 Language
 English.
 Publication
 Chichester, West Sussex : Wiley, 2014.
 Copyright notice
 ©2014
 Physical description
 xiv, 292 pages : illustrations ; 25 cm
Access
Available online

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QA277 .T34 2014

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QA277 .T34 2014
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Contributors
 Contributor
 Kuhnt, Sonja, author.
Contents/Summary
 Bibliography
 Includes bibliographical references and index.
 Contents

 Preface xiii Part I INTRODUCTION 1 1 Statistical hypothesis testing 3 1.1 Theory of statistical hypothesis testing 3 1.2 Testing statistical hypothesis with SAS and R 4 1.3 Presentation of the statistical tests 13 References 15 Part II NORMAL DISTRIBUTION 17 2 Tests on the mean 19 2.1 Onesample tests 19 2.2 Twosample tests 23 References 35 3 Tests on the variance 36 3.1 Onesample tests 36 3.2 Twosample tests 41 References 47 Part III BINOMIAL DISTRIBUTION 49 4 Tests on proportions 51 4.1 Onesample tests 51 4.2 Twosample tests 55 4.3 Ksample tests 62 References 64 Part IV OTHER DISTRIBUTIONS 65 5 Poisson distribution 67 5.1 Tests on the Poisson parameter 67 References 75 6 Exponential distribution 76 6.1 Test on the parameter of an exponential distribution 76 Reference 78 Part V CORRELATION 79 7 Tests on association 81 7.1 Onesample tests 81 7.2 Twosample tests 94 References 98 Part VI NONPARAMETRIC TESTS 99 8 Tests on location 101 8.1 Onesample tests 101 8.2 Twosample tests 110 8.3 Ksample tests 116 References 118 9 Tests on scale difference 120 9.1 Twosample tests 120 References 131 10 Other tests 132 10.1 Twosample tests 132 References 135 Part VII GOODNESSOFFIT TESTS 137 11 Tests on normality 139 11.1 Tests based on the EDF 139 11.2 Tests not based on the EDF 148 References 152 12 Tests on other distributions 154 12.1 Tests based on the EDF 154 12.2 Tests not based on the EDF 164 References 166 Part VIII TESTS ON RANDOMNESS 167 13 Tests on randomness 169 13.1 Run tests 169 13.2 Successive difference tests 178 References 185 Part IX TESTS ON CONTINGENCY TABLES 187 14 Tests on contingency tables 189 14.1 Tests on independence and homogeneity 189 14.2 Tests on agreement and symmetry 197 14.3 Test on risk measures 205 References 214 Part X TESTS ON OUTLIERS 217 15 Tests on outliers 219 15.1 Outliers tests for Gaussian null distribution 219 15.2 Outlier tests for other null distributions 229 References 235 Part XI TESTS IN REGRESSION ANALYSIS 237 16 Tests in regression analysis 239 16.1 Simple linear regression 239 16.2 Multiple linear regression 246 References 252 17 Tests in variance analysis 253 17.1 Analysis of variance 253 17.2 Tests for homogeneity of variances 258 References 263 Appendix A Datasets 264 Appendix B Tables 271 Glossary 284 Index 287.
 (source: Nielsen Book Data)
 Publisher's Summary
 This book provides a reference guide to statistical tests and their application to data using SAS and R. A general summary of statistical test theory is presented, along with a general description for each test, together with necessary prerequisites, assumptions, and the formal test problem. The test statistic is stated together with annotations on its distribution, along with examples in both SAS and R. Each example contains the code to perform the test, the output, and remarks that explain necessary program parameters.
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Subjects
Bibliographic information
 Publication date
 2014
 Copyright date
 2014
 Responsibility
 Dirk Taeger (Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the RuhrUniversität Bochum (IPA), Bochum, Germany), Sonja Kuhnt (Department of Comuper Science, Dortmund University of Applied Sciences and Arts, Dortmund, Germany).
 Available in another form
 Online version: Taeger, Dirk, author. Statistical hypothesis testing with SAS and R Hoboken, NJ : John Wiley & Sons Inc., 2014 9781118762608 (DLC) 2013044439
 ISBN
 9781119950219
 111995021X