{"product_id":"statistical-hypothesis-testing-with-sas-and-r-9781119950219","title":"Statistical Hypothesis Testing with SAS and R","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThis 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003ci\u003ePreface xiii\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart I INTRODUCTION 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Statistical hypothesis testing 3\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1.1 Theory of statistical hypothesis testing 3\u003c\/p\u003e \u003cp\u003e1.2 Testing statistical hypothesis with SAS and R 4\u003c\/p\u003e \u003cp\u003e1.3 Presentation of the statistical tests 13\u003c\/p\u003e \u003cp\u003eReferences 15\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart II NORMAL DISTRIBUTION 17\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Tests on the mean 19\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 One-sample tests 19\u003c\/p\u003e \u003cp\u003e2.2 Two-sample tests 23\u003c\/p\u003e \u003cp\u003eReferences 35\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Tests on the variance 36\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 One-sample tests 36\u003c\/p\u003e \u003cp\u003e3.2 Two-sample tests 41\u003c\/p\u003e \u003cp\u003eReferences 47\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart III BINOMIAL DISTRIBUTION 49\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Tests on proportions 51\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 One-sample tests 51\u003c\/p\u003e \u003cp\u003e4.2 Two-sample tests 55\u003c\/p\u003e \u003cp\u003e4.3 K-sample tests 62\u003c\/p\u003e \u003cp\u003eReferences 64\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart IV OTHER DISTRIBUTIONS 65\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Poisson distribution 67\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 Tests on the Poisson parameter 67\u003c\/p\u003e \u003cp\u003eReferences 75\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Exponential distribution 76\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 Test on the parameter of an exponential distribution 76\u003cbr\u003e\u003cbr\u003eReference 78\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart V CORRELATION 79\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Tests on association 81\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e7.1 One-sample tests 81\u003c\/p\u003e \u003cp\u003e7.2 Two-sample tests 94\u003c\/p\u003e \u003cp\u003eReferences 98\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart VI NONPARAMETRIC TESTS 99\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Tests on location 101\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e8.1 One-sample tests 101\u003c\/p\u003e \u003cp\u003e8.2 Two-sample tests 110\u003c\/p\u003e \u003cp\u003e8.3 K-sample tests 116\u003c\/p\u003e \u003cp\u003eReferences 118\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Tests on scale difference 120\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e9.1 Two-sample tests 120\u003c\/p\u003e \u003cp\u003eReferences 131\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Other tests 132\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e10.1 Two-sample tests 132\u003c\/p\u003e \u003cp\u003eReferences 135\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart VII GOODNESS-OF-FIT TESTS 137\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Tests on normality 139\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e11.1 Tests based on the EDF 139\u003c\/p\u003e \u003cp\u003e11.2 Tests not based on the EDF 148\u003c\/p\u003e \u003cp\u003eReferences 152\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Tests on other distributions 154\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e12.1 Tests based on the EDF 154\u003c\/p\u003e \u003cp\u003e12.2 Tests not based on the EDF 164\u003c\/p\u003e \u003cp\u003eReferences 166\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart VIII TESTS ON RANDOMNESS 167\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13 Tests on randomness 169\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e13.1 Run tests 169\u003c\/p\u003e \u003cp\u003e13.2 Successive difference tests 178\u003c\/p\u003e \u003cp\u003eReferences 185\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart IX TESTS ON CONTINGENCY TABLES 187\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e14 Tests on contingency tables 189\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e14.1 Tests on independence and homogeneity 189\u003c\/p\u003e \u003cp\u003e14.2 Tests on agreement and symmetry 197\u003c\/p\u003e \u003cp\u003e14.3 Test on risk measures 205\u003c\/p\u003e \u003cp\u003eReferences 214\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart X TESTS ON OUTLIERS 217\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e15 Tests on outliers 219\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e15.1 Outliers tests for Gaussian null distribution 219\u003c\/p\u003e \u003cp\u003e15.2 Outlier tests for other null distributions 229\u003c\/p\u003e \u003cp\u003eReferences 235\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart XI TESTS IN REGRESSION ANALYSIS 237\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003e16 Tests in regression analysis 239\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e16.1 Simple linear regression 239\u003c\/p\u003e \u003cp\u003e16.2 Multiple linear regression 246\u003c\/p\u003e \u003cp\u003eReferences 252\u003c\/p\u003e \u003cp\u003e\u003cb\u003e17 Tests in variance analysis 253\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e17.1 Analysis of variance 253\u003c\/p\u003e \u003cp\u003e17.2 Tests for homogeneity of variances 258\u003c\/p\u003e \u003cp\u003eReferences 263\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAppendix A Datasets 264\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAppendix B Tables 271\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eGlossary 284\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eIndex 287\u003c\/i\u003e\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default 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