Produktbild: Statistical Hypothesis Testing with SAS and R

Statistical Hypothesis Testing with SAS and R

127,99 €

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

24.03.2014

Verlag

John Wiley & Sons Inc

Seitenzahl

312

Maße (L/B/H)

24,4/17,5/2,3 cm

Gewicht

635 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-95021-9

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

24.03.2014

Verlag

John Wiley & Sons Inc

Seitenzahl

312

Maße (L/B/H)

24,4/17,5/2,3 cm

Gewicht

635 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-119-95021-9

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: GPSR Kontakt

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  • Produktbild: Statistical Hypothesis Testing with SAS and R
  • 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 One-sample tests 19
     
    2.2 Two-sample tests 23
     
    References 35
     
    3 Tests on the variance 36
     
    3.1 One-sample tests 36
     
    3.2 Two-sample tests 41
     
    References 47
     
    Part III BINOMIAL DISTRIBUTION 49
     
    4 Tests on proportions 51
     
    4.1 One-sample tests 51
     
    4.2 Two-sample tests 55
     
    4.3 K-sample 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 One-sample tests 81
     
    7.2 Two-sample tests 94
     
    References 98
     
    Part VI NONPARAMETRIC TESTS 99
     
    8 Tests on location 101
     
    8.1 One-sample tests 101
     
    8.2 Two-sample tests 110
     
    8.3 K-sample tests 116
     
    References 118
     
    9 Tests on scale difference 120
     
    9.1 Two-sample tests 120
     
    References 131
     
    10 Other tests 132
     
    10.1 Two-sample tests 132
     
    References 135
     
    Part VII GOODNESS-OF-FIT 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