Applied nonparametric statistical methods:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton [u.a.]
Chapman & Hall CRC
2001
|
| Ausgabe: | 3. ed. |
| Schriftenreihe: | Chapman & Hall CRC texts in statistical science series
[71] |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XII, 461 S. |
| ISBN: | 1584881453 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Preface xi
1 Introducing nonparametric methods 1
1.1 Basic statistics 1
1.2 Samples and populations 9
1.3 Hypothesis tests 11
1.4 Estimation 24
1.5 Ethical issues 27
1.6 Computers and nonparametric methods 30
1.7 Further reading 31
Exercises 32
2 Centrality inference for single samples 34
2.1 Using measurement data 34
2.2 Inferences about medians based on ranks 43
2.3 The sign test 57
2.4 Transformation of ranks 60
2.5 Asymptotic results 64
2.6 Robustness 69
2.7 Fields of application 71
2.8 Summary 74
Exercises 75
3 Other single sample inference 78
3.1 Inferences for dichotomous data 78
3.2 Tests related to the sign test 89
3.3 Matching samples to distributions 92
3.4 Angular data 106
3.5 A runs test for randomness 111
3.6 Fields of application 114
3.7 Summary 116
Exercises 117
4 Methods for paired samples 120
4.1 Comparisons in pairs 120
4.2 A less obvious use of the sign test 129
4.3 Power and sample size 130
4.4 Fields of application 139
4.5 Summary 142
Exercises 142
viii Contents
5 Methods for two independent samples 146
5.1 Centrality tests and estimates 146
5.2 Rank based tests 147
5.3 The median test 155
5.4 Normal scores 161
5.5 Tests for survival data 163
5.6 Asymptotic approximations 167
5.7 Power and sample size 170
5.8 Tests for equality of variance 175
5.9 Tests for a common distribution 185
5.10 Fields of application 189
5.11 Summary 191
Exercises 192
6 Three or more samples 197
6.1 Comparisons with parametric methods 197
6.2 Centrality tests for independent samples 198
6.3 Centrality tests for related samples 210
6.4 More detailed treatment comparisons 219
6.5 Tests for heterogeneity of variance 228
6.6 Some miscellaneous considerations 229
6.7 Fields of application 230
6.8 Summary 232
Exercises 233
7 Correlation and concordance 238
7.1 Correlation and bivariate data 238
7.2 Ranked data for several variables 261
7.3 Agreement 264
7.4 Fields of application 268
7.5 Summary 270
Exercises 271
8 Regression 274
8.1 Bivariate linear regression 274
8.2 Multiple regression 299
8.3 Nonparametric regression models 300
8.4 Other multivariate data problems 305
8.5 Fields of application 306
8.6 Summary 306
Exercises 307
9 Categorical data 310
9.1 Categories and counts 310
9.2 Nominal attribute categories 321
Contents ix
9.3 Ordered categorical data 328
9.4 Goodness of fit tests for discrete data 339
9.5 Extension of McNemar s test 343
9.6 Fields of application 345
9.7 Summary 348
Exercises 349
10 Association in categorical data 354
10.1 The analysis of association 354
10.2 Some models for contingency tables 356
10.3 Combining and partitioning of tables 389
10.4 Power 397
10.5 Fields of application 397
10.6 Summary 399
Exercises 400
11 Robust estimation 404
11.1 When assumptions break down 404
11.2 Outliers and influence 406
11.3 The bootstrap 412
11.4 M estimators and other robust estimators 429
11.5 Fields of application 435
11.6 Summary 436
Exercises 437
Appendix 438
References 439
Solutions to odd numbered exercises 453
Index 457
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| physical | XII, 461 S. |
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| spelling | Sprent, Peter Verfasser aut Applied nonparametric statistical methods P. Sprent and N. C. Smeeton 3. ed. Boca Raton [u.a.] Chapman & Hall CRC 2001 XII, 461 S. txt rdacontent n rdamedia nc rdacarrier Chapman & Hall CRC texts in statistical science series [71] Inferência não paramétrica larpcal Non-parametrische statistiek gtt Nonparametric statistics Nichtparametrische Statistik (DE-588)4226777-8 gnd rswk-swf 1\p (DE-588)4143389-0 Aufgabensammlung gnd-content Nichtparametrische Statistik (DE-588)4226777-8 s DE-604 Smeeton, Nigel C. Verfasser aut Chapman & Hall CRC texts in statistical science series [71] (DE-604)BV022819715 71 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009486674&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Sprent, Peter Smeeton, Nigel C. Applied nonparametric statistical methods Chapman & Hall CRC texts in statistical science series Inferência não paramétrica larpcal Non-parametrische statistiek gtt Nonparametric statistics Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| subject_GND | (DE-588)4226777-8 (DE-588)4143389-0 |
| title | Applied nonparametric statistical methods |
| title_auth | Applied nonparametric statistical methods |
| title_exact_search | Applied nonparametric statistical methods |
| title_full | Applied nonparametric statistical methods P. Sprent and N. C. Smeeton |
| title_fullStr | Applied nonparametric statistical methods P. Sprent and N. C. Smeeton |
| title_full_unstemmed | Applied nonparametric statistical methods P. Sprent and N. C. Smeeton |
| title_short | Applied nonparametric statistical methods |
| title_sort | applied nonparametric statistical methods |
| topic | Inferência não paramétrica larpcal Non-parametrische statistiek gtt Nonparametric statistics Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| topic_facet | Inferência não paramétrica Non-parametrische statistiek Nonparametric statistics Nichtparametrische Statistik Aufgabensammlung |
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