Applied nonparametric statistical methods:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Boca Raton [u.a.]
Chapman & Hall/CRC
2007
|
| Ausgabe: | 4. ed. |
| Schriftenreihe: | Chapman & Hall/CRC texts in statistical science series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | X, 530 S. graph. Darst. |
| ISBN: | 158488701X |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text | TEXTS IN STATISTICAL SCIENCE APPLIED NONPARAMETRIC STATISTICAL METHODS
FOURTH EDITION PETER SPRENT AND NIGEL C. SMEETON H CHAPMAN & HALL/CRC
TAYLOR & FRANCIS GROUP BOCA RATON LONDON NEW YORK CHAPMAN & HALT/CRC IS
AN IMPRINT OF THE TAYLOR & FRANCIS GROUP, AN INFORMA BUSINESS CONTENTS
PREFACE IX 1 SOME BASIC CONCEPTS 1 1.1 BASIC STATISTICS 1 1.2
POPULATIONS AND SAMPLES 8 1.3 HYPOTHESIS TESTING 10 1.4 ESTIMATION 15
1.5 ETHICAL ISSUES 17 1.6 EXERCISES 20 2 FUNDAMENTALS OF NONPARAMETRIC
METHODS 23 2.1 A PERMUTATION TEST 23 2.2 BINOMIAL TESTS 26 2.3 ORDER
STATISTICS AND RANKS 30 2.4 EXPLORING DATA 33 2.5 EFRCIENCY OF
NONPARAMETRIC PROCEDURES 39 2.6 COMPUTERS AND NONPARAMETRIC METHODS 40
2.7 FURTHER READING 42 2.8 EXERCISES 42 3 LOCATION INFERENCE FOR SINGLE
SAMPLES 45 3.1 LAYOUT OF EXAMPLES 45 3.2 CONTINUOUS DATA SAMPLES 45 3.3
INFERENCES ABOUT MEDIANS BASED ON RANKS 46 3.4 THE SIGN TEST 62 3.5 USE
OF ALTERNATIVE SCORES 66 3.6 COMPARING TESTS AND ROBUSTNESS 71 3.7
FIELDS OF APPLICATION 76 3.8 SUMMARY 79 3.9 EXERCISES 79 4 OTHER
SINGLE-SAMPLE INFERENCES 83 4.1 OTHER DATA CHARACTERISTICS 83 4.2
MATCHING SAMPLES TO DISTRIBUTIONS 83 4.3 INFERENCES FOR DICHOTOMOUS DATA
95 4.4 TESTS RELATED TO THE SIGN TEST 106 VI CONTENTS 4.5 A RUNS TEST
FOR RANDOMNESS 109 4.6 ANGULAR DATA 113 4.7 FIELDS OF APPLICATION 118
4.8 SUMMARY 121 4.9 EXERCISES 122 METHODS FOR PAIRED SAMPLES 125 5.1
COMPARISONS IN PAIRS 125 5.2 A LESS OBVIOUS USE OF THE SIGN TEST 133 5.3
POWER AND SAMPLE SIZE 135 5.4 FIELDS OF APPLICATION 143 5.5 SUMMARY 145
5.6 EXERCISES 145 METHODS FOR TWO INDEPENDENT SAMPLES 151 6.1 CENTRALITY
TESTS AND ESTIMATES 151 6.2 THE MEDIAN TEST 161 6.3 NORMAL SCORES 169
6.4 TESTS FOR EQUALITY OF VARIANCE 170 6.5 TESTS FOR A COMMON
DISTRIBUTION 179 6.6 POWER AND SAMPLE SIZE 184 6.7 FIELDS OF APPLICATION
189 6.8 SUMMARY 190 6.9 EXERCISES 191 BASIC TESTS FOR THREE OR MORE
SAMPLES 195 7.1 COMPARISONS WITH PARAMETRIC METHODS 195 7.2 CENTRALITY
TESTS FOR INDEPENDENT SAMPLES 196 7.3 THE FRIEDMAN, QUADE, AND PAGE
TESTS 208 7.4 BINARY RESPONSES 215 7.5 TESTS FOR HETEROGENEITY OF
VARIANCE 215 7.6 SOME MISCELLANEOUS CONSIDERATIONS 217 7.7 FIELDS OF
APPLICATION 220 7.8 SUMMARY 221 7.9 EXERCISES 222 ANALYSIS OF STRUCTURED
DATA 227 8.1 FACTORIAL TREATMENT STRUCTURES 227 8.2 BALANCED 2X2
FACTORIAL STRUCTURES 229 8.3 THE NATURE OF INTERACTIONS 234 8.4
ALTERNATIVE APPROACHES TO INTERACTIONS 237 8.5 CROSSOVER EXPERIMENTS 248
8.6 SPECIFIC AND MULTIPLE COMPARISON TESTS 250 8.7 FIELDS OF APPLICATION
254 8.8 SUMMARY 256 CONTENTS VII 8.9 EXERCISES 257 9 ANALYSIS OF
SURVIVAL DATA 261 9.1 SPECIAL FEATURES OF SURVIVAL DATA 261 9.2 MODIFIED
WILCOXON TESTS 264 9.3 SAVAGE SCORES AND THE LOGRANK TRANSFORMATION 269
9.4 MEDIAN TESTS FOR SEQUENTIAL DATA 277 9.5 CHOICE OF TESTS 278 9.6
FIELDS OF APPLICATION 278 9.7 SUMMARY 279 9.8 EXERCISES 280 10
CORRELATION AND CONCORDANCE 283 10.1 CORRELATION IN BIVARIATE DATA 283
10.2 RANKED DATA FOR SEVERAL VARIABLES 303 10.3 AGREEMENT 306 10.4
FIELDS OF APPLICATION 314 10.5 SUMMARY 316 10.6 EXERCISES 316 11
BIVARIATE LINEAR REGRESSION 321 11.1 FITTING STRAIGHT LINES 321 11.2
FIELDS OF APPLICATION 343 11.3 SUMMARY 344 11.4 EXERCISES 344 12
CATEGORICAL DATA 347 12.1 CATEGORIES AND COUNTS 347 12.2 NOMINAL
ATTRIBUTE CATEGORIES 357 12.3 ORDERED CATEGORICAL DATA 363 12.4
GOODNESS-OF-FIT TESTS FOR DISCRETE DATA 374 12.5 EXTENSION OF MCNEMAR S
TEST 378 12.6 FIELDS OF APPLICATION 380 12.7 SUMMARY 382 12.8 EXERCISES
382 13 ASSOCIATION IN CATEGORICAL DATA 389 13.1 THE ANALYSIS OF
ASSOCIATION 389 13.2 SOME MODELS FOR CONTINGENCY TABLES 390 13.3
COMBINING AND PARTITIONING OF TABLES 420 13.4 A LEGAL DILEMMA 427 13.5
POWER 429 13.6 FIELDS OF APPLICATION 430 13.7 SUMMARY 431 13.8 EXERCISES
432 VLLL CONTENTS 14 ROBUST ESTIMATION 437 14.1 WHEN ASSUMPTIONS BREAK
DOWN 437 14.2 OUTLIERS AND INFLUENCE 439 14.3 THE BOOTSTRAP 444 14.4
M-ESTIMATORS AND OTHER ROBUST ESTIMATORS 461 14.5 FIELDS OF APPLICATION
465 14.6 SUMMARY 466 14.7 EXERCISES 467 15 MODERN NONPARAMETRICS 469
15.1 A CHANGE IN EMPHASIS 469 15.2 DENSITY ESTIMATION 470 15.3
REGRESSION 474 15.4 LOGISTIC REGRESSION 482 15.5 MULTIVARIATE DATA 487
15.6 NEW METHODS FOR LARGE DATA SETS 493 15.7 CORRELATIONS WITHIN
CLUSTERS 496 15.8 SUMMARY 498 15.9 EXERCISES 499 APPENDIX 1 503 APPENDIX
2 505 REFERENCES 511 INDEX 526
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| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 4. ed. |
| format | Book |
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| isbn | 158488701X |
| language | German |
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| spelling | Sprent, Peter Verfasser aut Applied nonparametric statistical methods Peter Sprent and Nicgel C. Smeeton 4. ed. Boca Raton [u.a.] Chapman & Hall/CRC 2007 X, 530 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Chapman & Hall/CRC texts in statistical science series 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 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017444601&sequence=000001&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 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 Peter Sprent and Nicgel C. Smeeton |
| title_fullStr | Applied nonparametric statistical methods Peter Sprent and Nicgel C. Smeeton |
| title_full_unstemmed | Applied nonparametric statistical methods Peter Sprent and Nicgel C. Smeeton |
| title_short | Applied nonparametric statistical methods |
| title_sort | applied nonparametric statistical methods |
| topic | Nichtparametrische Statistik (DE-588)4226777-8 gnd |
| topic_facet | Nichtparametrische Statistik Aufgabensammlung |
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