Data driven statistical methods:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London [u.a.]
Chapman & Hall
1998
|
| Ausgabe: | 1. ed. |
| Schriftenreihe: | Chapman & Hall texts in statistical science series
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | X, 406 S. graph. Darst. |
| ISBN: | 041279540X |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV024991767 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | t | ||
| 008 | 100417s1998 d||| |||| 00||| eng d | ||
| 020 | |a 041279540X |9 0-412-79540-X | ||
| 035 | |a (OCoLC)833034264 | ||
| 035 | |a (DE-599)BVBBV024991767 | ||
| 040 | |a DE-604 |b ger |e rakwb | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-11 |a DE-188 | ||
| 082 | 0 | |a 519.50285 21 | |
| 084 | |a QH 233 |0 (DE-625)141548: |2 rvk | ||
| 084 | |a SK 850 |0 (DE-625)143263: |2 rvk | ||
| 100 | 1 | |a Sprent, Peter |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Data driven statistical methods |c P. Sprent |
| 250 | |a 1. ed. | ||
| 264 | 1 | |a London [u.a.] |b Chapman & Hall |c 1998 | |
| 300 | |a X, 406 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Chapman & Hall texts in statistical science series | |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 4 | |a Statistik |9 rswk-swf |
| 689 | 0 | 0 | |a Statistik |A s |
| 689 | 0 | 1 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | |5 DE-604 | |
| 856 | 4 | 2 | |m GBV Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019657076&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-019657076 | ||
Datensatz im Suchindex
| _version_ | 1804142023986380800 |
|---|---|
| adam_text | DATA DRIVEN STATISTICAL METHODS P. SPRENT EMERITUS PROFESSOR
OFSTATISTICS UNIVERSITY OFDUNDEE SCOTLAND ES CHAPMAN & HALL LONDON *
WEINHEIM * NEW YORK * TOKYO * MELBOURNE * MADRAS CONTENTS PREFACE 1
DATA-DRIVEN INFERENCE 1 .1 DATA-DRIVEN OR MODEL-DRIVEN 1.2 SOME
DATA-DRIVEN METHODS 1.3 THE APPROACH 1.4 DIFFERENT KINDS AND SOURCES OF
DATA 1.5 RANDOMIZATION AND PERMUTATION TESTS 1.6 A BASIC PERMUTATION
TEST 1.7 MORE ABOUT TESTS 1.8 CONFLDENCE INTERVALS 1.9 ASYMPTOTIC
RESULTS 1.10 COMPUTER SOFTWARE EXERCISES 2 THE BOOTSTRAP 2.1 BASIC
CONCEPTS 2.2 THE BOOTSTRAP CONCEPT 2.3 THE BOOTSTRAP SAMPLING
DISTRIBUTION 2.4 USING BOOTSTRAP SAMPLES 2.5 BIAS AND THE J ACKKNIFE 2.6
BOOTSTRAP CONFLDENCE INTERVALS 2.7 THE TWO-SAMPLE BOOTSTRAP 2.8
BOOTSTRAPS IN A BROADER CONTEXT 2.9 CROSS-VALIDATION EXERCISES 3
OUTLIERS CONTAMINATION AND ROBUSTNESS 3.1 MODELS AND DATA 3.2 OUTLIERS
AND CONTAMINATION 3.3 DIAGNOSTIC TESTS FOR OUTLIERS 3.4 ACCOMMODATING
OUTLIERS 3.5 SOME ROBUST ESTIMATORS EXERCISES VI CONTENTS 4 LOCATION
TESTS FOR TWO INDEPENDENT SAMPLES 77 4.1 THE FISHER-PITMAN TEST
ROBUSTNESS AND RANKS 77 4.2 RANKS 81 4.3 VALIDITY OF INFERENCES 84 4.4
AN ALTERNATIVE FORM OFTHE RANK SUM TEST 85 4.5 TRANSFORMATION OF RANKS
92 4.6 USING MINIMUM DATA - THE MEDIAN TEST 93 4.7 ANALYSIS OF SURVIVAL
DATA 101 4.8 MODIFIED WMW TESTS 103 4.9 IMPROVED TESTS FOR SURVIVAL DATA
109 EXERCISES 116 5 LOCATION TESTS FOR SINGLE AND PAIRED SAMPLES 119 5.1
THE SINGLE SAMPLE LOCATION PROBLEM 119 5.2 THE SINGLE SAMPLE PERMUTATION
TEST 119 5.3 THE SIGNED-RANK TEST 124 5.4 TRANSFORMATION OF RANKS 129
5.5 LOCATION TESTS FOR ASYMMETRIC DISTRIBUTIONS 130 5.6 PAIRED SAMPLE
DATA 132 5.7 OBSERVATIONAL DATA 137 EXERCISES 139 6 MORE ONE- AND
TWO-SAMPLE TESTS 141 6.1 SOME FURTHER CONSIDERATIONS 141 6.2
GENERALIZATIONS OFTHE SIGN TEST 142 6.3 MCNEMAR S TEST 144 6.4 A SIGN
TEST FOR TREND 145 6.5 TESTS FOR DISPERSION 147 6.6 GASTWIRTH SCORES 153
6.7 GOODNESS OF FIT TESTS 156 6.8 COMPARING TWO DISTRIBUTIONS 167 6.9
RUN TESTS 171 6.10 ACASE STUDY 175 EXERCISES 178 7 THREE OR MORE
INDEPENDENT SAMPLES 180 7.1 SOME EXTENSIONS AND SOME DIFFERENCES 180 7.2
PERMUTATION ANALYSIS FOR ^-SAMPLES OR TREATMENTS 181 7.3 RANK RELATED
LOCATION TESTS 185 7.4 THE MEDIAN TEST 187 7.5 7.6 7.7 7.8 7.9 8 8.1 8.2
8.3 8.4 8.5 9 9.1 9.2 9.3 9.4 9.5 9.6 9.7 10 10.1 10.2 10.3 10.4 10.5
10.6 10.7 10.8 11 11.1 11.2 11.3 PERMUTATION TESTS FOR ORDERED LOCATION
SHIFTS FACTORIAL TREATMENT STRUCTURES STRATIFIED SAMPLES TESTS FOR
SPECIFIC EFFECTS DIFFERENCES IN DISPERSION AND OTHER CHARACTERISTICS
EXERCISES DESIGNED EXPERIMENTS RANDOMIZED BLOCK EXPERIMENTS TESTS BASED
ON RANKS SPECIFIED COMPARISONS BINARY RESPONSES USING INDIVIDUALS AS
BLOCKS EXERCISES CORRELATION AND CONCORDANCE MEASURES OF BIVARIATE
ASSOCIATION TWO IMPORTANT RANK CORRELATION COEFFICIENTS SOME ASYMPTOTIC
RESULTS SOME OTHER MEASURES OF CORRELATION THE BOOTSTRAP AND CORRELATION
PARTIAL CORRELATION CONCORDANCE EXERCISES BIVARIATE REGRESSION BIVARIATE
STRAIGHT LINE REGRESSION PERMUTATION TEST LEAST SQUARES REGRESSION
ASSOCIATED WITH SPEARMAN S RHO REGRESSION ASSOCIATED WITH KENDALPS TAU
SOME ALTERNATIVE APPROACHES JOINT ESTIMATION OF SLOPE AND INTERCEPT SOME
GENERAL CONSIDERATIONS THE BOOTSTRAP IN REGRESSION EXERCISES OTHER
REGRESSION MODEIS AND DIAGNOSTICS MULTIPLE REGRESSION AND THE GENERAL
LINEAR MODEL PERMUTATION TESTS IN MULTIPLE REGRESSION REGRESSION
DIAGNOSTICS CONTENTS VII 188 193 203 205 207 207 210 210 213 217 219 220
222 225 225 231 240 241 243 250 254 257 260 260 262 266 269 271 276 281
283 288 290 290 291 298 VIII CONTENTS 11.4 M-ESTIMATORS IN REGRESSION
310 11.5 PENALTY FUNCTIONS IN REGRESSION 312 11.6 ACASE STUDY 317
EXERCISES 323 12 CATEGORICAL DATA ANALYSIS 326 12.1 TYPES OF CATEGORICAL
DATA 326 12.2 INFERENCESIN2X2TABLES 335 12.3 ASSOCIATION IN R*C TABLES
341 12.4 LINEAR-BY-LINEAR ASSOCIATION 346 12.5 STRATIFIED 2X2 TABLES 349
12.6 MULTIWAY TABLES 359 EXERCISES 361 13 FURTHER CATEGORICAL DATA
ANALYSIS 363 13.1 PARTITIONINGOFCHI-SQUAREDSTATISTICS 363 13.2 A NEW
LOOK AT LOCATION AND DISPERSION 365 13.3 MORE THOUGHT FOR FOOD 368 13.4
MATCHED PAIR DATA AND REPEATED RESPONSES 371 13.5 TRENDS IN CONTINGENCY
TABLES 374 13.6 STATISTICS AND THE LAW 375 EXERCISES 379 14 DATA-DRIVEN
OR MODEL-DRIVEN? 381 14.1 A MERGING OF APPROACHES 381 14.2 LOGISTIC
REGRESSION 385 14.3 ESTIMATION OF LOGISTIC REGRESSION PARAMETERS 386
14.4 GENERALIZED LINEAR MODEIS 389 EXERCISES 391 REFERENCES 392 INDEX
402
|
| any_adam_object | 1 |
| author | Sprent, Peter |
| author_facet | Sprent, Peter |
| author_role | aut |
| author_sort | Sprent, Peter |
| author_variant | p s ps |
| building | Verbundindex |
| bvnumber | BV024991767 |
| classification_rvk | QH 233 SK 850 |
| ctrlnum | (OCoLC)833034264 (DE-599)BVBBV024991767 |
| dewey-full | 519.5028521 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.50285 21 |
| dewey-search | 519.50285 21 |
| dewey-sort | 3519.50285 221 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| edition | 1. ed. |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01362nam a2200385 c 4500</leader><controlfield tag="001">BV024991767</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">100417s1998 d||| |||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">041279540X</subfield><subfield code="9">0-412-79540-X</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)833034264</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV024991767</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-11</subfield><subfield code="a">DE-188</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.50285 21</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 233</subfield><subfield code="0">(DE-625)141548:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 850</subfield><subfield code="0">(DE-625)143263:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Sprent, Peter</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data driven statistical methods</subfield><subfield code="c">P. Sprent</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">1. ed.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">London [u.a.]</subfield><subfield code="b">Chapman & Hall</subfield><subfield code="c">1998</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">X, 406 S.</subfield><subfield code="b">graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Chapman & Hall texts in statistical science series</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="4"><subfield code="a">Statistik</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Statistik</subfield><subfield code="A">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">GBV Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019657076&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-019657076</subfield></datafield></record></collection> |
| id | DE-604.BV024991767 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:25:11Z |
| institution | BVB |
| isbn | 041279540X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-019657076 |
| oclc_num | 833034264 |
| open_access_boolean | |
| owner | DE-11 DE-188 |
| owner_facet | DE-11 DE-188 |
| physical | X, 406 S. graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Chapman & Hall |
| record_format | marc |
| series2 | Chapman & Hall texts in statistical science series |
| spelling | Sprent, Peter Verfasser aut Data driven statistical methods P. Sprent 1. ed. London [u.a.] Chapman & Hall 1998 X, 406 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Chapman & Hall texts in statistical science series Datenanalyse (DE-588)4123037-1 gnd rswk-swf Statistik rswk-swf Statistik s Datenanalyse (DE-588)4123037-1 s DE-604 GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019657076&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sprent, Peter Data driven statistical methods Datenanalyse (DE-588)4123037-1 gnd Statistik |
| subject_GND | (DE-588)4123037-1 |
| title | Data driven statistical methods |
| title_auth | Data driven statistical methods |
| title_exact_search | Data driven statistical methods |
| title_full | Data driven statistical methods P. Sprent |
| title_fullStr | Data driven statistical methods P. Sprent |
| title_full_unstemmed | Data driven statistical methods P. Sprent |
| title_short | Data driven statistical methods |
| title_sort | data driven statistical methods |
| topic | Datenanalyse (DE-588)4123037-1 gnd Statistik |
| topic_facet | Datenanalyse Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019657076&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT sprentpeter datadrivenstatisticalmethods |