Statistical methods in medical research:
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford [u.a.]
Blackwell Science
2002
|
| Edition: | 4. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Hier auch später erschienene, unveränderte Nachdrucke Includes bibliographical references and indexes |
| Physical Description: | XI, 817 S. graph. Darst. |
| ISBN: | 0632052570 9780632052578 |
Staff View
MARC
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| 250 | |a 4. ed. | ||
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| 300 | |a XI, 817 S. |b graph. Darst. | ||
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Record in the Search Index
| _version_ | 1804128826769276928 |
|---|---|
| adam_text | Contents
Preface to the fourth edition, ix
1 The scope of statistics, 1
2 Describing data, 8
2.1 Diagrams, 8
2.2 Tabulation and data
processing, 11
2.3 Summarizing numerical data, 19
2.4 Means and other measures
of location, 31
2.5 Taking logs, 33
2.6 Measures of variation, 36
2.7 Outlying observations, 44
3 Probability, 47
3.1 The meaning of probability, 47
3.2 Probability calculations, 50
3.3 Bayes theorem, 54
3.4 Probability distributions, 59
3.5 Expectation, 63
3.6 The binomial distribution, 65
3.7 The Poisson distribution, 71
3.8 The normal (or Gaussian)
distribution, 76
4 Analysing means and proportions, 83
4.1 Statistical inference: tests and
estimation. 83
4.2 Inferences from means, 92
4.3 Comparison of two means, 102
4.4 Inferences from proportions, 112
4.5 Comparison of two
proportions, 120
4.6 Sample size determination, 137
5 Analysing variances, counts and
other measures, 147
5.1 Inferences from variances, 147
5.2 Inferences from counts, 153
5.3 Ratios and other functions, 158
5.4 Maximum likelihood
estimation, 162
6 Bayesian methods, 165
6.1 Subjective and objective
probability, 165
6.2 Bayesian inference for a
mean, 168
6.3 Bayesian inference for
proportions and counts, 175
6.4 Further comments on
Bayesian methods, 179
6.5 Empirical Bayesian methods, 183
7 Regression and correlation, 187
7.1 Association, 187
7.2 Linear regression, 189
7.3 Correlation, 195
7.4 Sampling errors in regression and
correlation, 198
7.5 Regression to the mean, 204
8 Comparison of several groups, 208
8.1 One way analysis of
variance, 208
8.2 The method of weighting, 215
8.3 Components of variance, 218
8.4 Multiple comparisons. 223
8.5 Comparison of several
proportions: the 2 x k
contingency table. 227
8.6 General contingency tables, 231
8.7 Comparison of several
variances. 233
8.8 Comparison of several counts: the
Poisson heterogeneity test. 234
9 Experimental design, 236
9.1 General remarks, 236
9.2 Two way analysis of variance:
randomized blocks, 238
V
9.3 Factorial designs, 246
9.4 Latin squares, 257
9.5 Other incomplete designs, 261
9.6 Split unit designs, 256
10 Analysing non normal data, 272
10.1 Distribution free methods, 272
10.2 One sample tests for
location, 273
10.3 Comparison of two
independent groups, 277
10.4 Comparison of several groups, 28f
10.5 Rank correlation, 289
10.6 Permutation and Monte
Carlo tests, 292
10.7 The bootstrap and the
jackknife, 298
10.8 Transformations, 306
11 Modelling continuous data, 312
11.1 Analysis of variance
applied to regression, 312
11.2 Errors in both variables, 317
11.3 Straight lines through the
origin, 320
11.4 Regression in groups, 322
11.5 Analysis of covariance, 331
11.6 Multiple regression, 337
11.7 Multiple regression in
groups, 347
11.8 Multiple regression in the
analysis of non orthogonal
data, 354
11.9 Checking the model, 356
11.10 More on data
transformation, 375
12 Further regression models for a
continuous response, 378
12.1 Polynomial regression, 378
12.2 Smoothing and
non parametric
regression, 387
12.3 Reference ranges, 397
12.4 Non linear regression, 408
12.5 Multilevel models, 418
12.6 Longitudinal data, 430
12.7 Time series, 449
13 Multivariate methods, 455
13.1 General, 455
13.2 Principal components, 456
13.3 Discriminant analysis, 464
13.4 Cluster analysis, 481
13.5 Concluding remarks, 483
14 Modelling categorical data, 485
14.1 Introduction, 485
14.2 Logistic regression, 488
14.3 Polytomous regression, 496
14.4 Poisson regression, 499
15 Empirical methods for
categorical data, 503
15.1 Introduction, 503
15.2 Trends in proportions, 504
15.3 Trends in larger
contingency tables, 509
15.4 Trends in counts, 511
15.5 Othercomponentsofx2,512
15.6 Combination of 2 x 2
tables, 516
15.7 Combination of larger
tables, 521
15.8 Exact tests for
contingency tables, 524
16 Further Bayesian methods, 528
16.1 Background, 528
16.2 Prior and posterior
distributions, 529
16.3 The Bayesian linear
model, 538
16.4 Markov chain Monte
Carlo methods, 548
16.5 Model assessment and
model choice, 560
17 Survival analysis, 568
17.1 Introduction, 568
17.2 Life tables, 569
17.3 Follow up studies, 571
17.4 Sampling errors in the
life table, 574
17.5 The Kaplan Meier
estimator, 575
17.6 The logrank test, 576
17.7 Parametric methods, 582
17.8 Regression and
proportional hazards
models, 583
17.9 Diagnostic methods, 588
18 Clinical trials, 591
18.1 Introduction, 591
18.2 Phase I and Phase
II trials, 592
18.3 Planning a Phase III trial, 594
18.4 Treatment assignment, 600
18.5 Assessment of response, 604
18.6 Protocol departures, 606
18.7 Data monitoring, 613
18.8 Interpretation of trial
results, 623
18.9 Special designs, 627
18.10 Meta analysis, 641
19 Statistical methods in
epidemiology, 648
19.1 Introduction, 648
19.2 The planning of surveys, 649
19.3 Rates and standardization, 659
19.4 Surveys to investigate
associations, 667
19.5 Relative risk, 671
19.6 Attributable risk, 682
19.7 Subject years method, 685
19.8 Age period cohort analysis, 689
19.9 Diagnostic tests, 692
19.10 Kappa measure of agreement, 698
19.11 Intraclass correlation, 704
19.12 Disease screening, 707
19.13 Disease clustering, 711
20 Laboratory assays, 717
20.1 Biological assay, 717
20.2 Parallel line assays, 719
20.3 Slope ratio assays, 724
20.4 Quantal response assays, 727
20.5 Some special assays, 730
20.6 Tumour incidence studies, 740
Appendix tables, 743
Al Areas in tail of the
normal distribution, 744
A2 Percentage points of
the x2 distribution, 746
A3 Percentage points of
the ( distribution, 748
A4 Percentage points of
the F distribution, 750
A5 Percentage points of the
distribution of
Studentized range, 754
A6 Percentage points for the
Wilcoxon signed rank
sum test, 756
A7 Percentage points for the
Wilcoxon two sample
rank sum test, 757
A8 Sample size for comparing
two proportions, 758
A9 Sample size for detecting
relative risk in case control
study, 759
References, 760
Author index, 785
Subject index, 795
|
| any_adam_object | 1 |
| author | Armitage, Peter 1924- Berry, Geoffrey Matthews, John N. S. |
| author_GND | (DE-588)119027143 |
| author_facet | Armitage, Peter 1924- Berry, Geoffrey Matthews, John N. S. |
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| author_sort | Armitage, Peter 1924- |
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| callnumber-subject | R - General Medicine |
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| ctrlnum | (OCoLC)48805388 (DE-599)BVBBV013974878 |
| dewey-full | 610.727 519.502461 610/.7/27 |
| dewey-hundreds | 600 - Technology (Applied sciences) 500 - Natural sciences and mathematics |
| dewey-ones | 610 - Medicine and health 519 - Probabilities and applied mathematics |
| dewey-raw | 610.727 519.502461 610/.7/27 |
| dewey-search | 610.727 519.502461 610/.7/27 |
| dewey-sort | 3610.727 |
| dewey-tens | 610 - Medicine and health 510 - Mathematics |
| discipline | Mathematik Medizin |
| edition | 4. ed. |
| format | Book |
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| id | DE-604.BV013974878 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:55:25Z |
| institution | BVB |
| isbn | 0632052570 9780632052578 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009565453 |
| oclc_num | 48805388 |
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| owner_facet | DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-578 DE-898 DE-BY-UBR |
| physical | XI, 817 S. graph. Darst. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
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| publisher | Blackwell Science |
| record_format | marc |
| spelling | Armitage, Peter 1924- Verfasser (DE-588)119027143 aut Statistical methods in medical research P. Armitage ; G. Berry ; J. N. S. Matthews 4. ed. Oxford [u.a.] Blackwell Science 2002 XI, 817 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Hier auch später erschienene, unveränderte Nachdrucke Includes bibliographical references and indexes Biométrie Estatística (métodos) larpcal Geneeskunde gtt Medicina (métodos estatísticos) larpcal Médecine - Recherche - Méthodes statistiques Médecine - Recherche - Méthodes statistiques ram Pesquisa (métodos) larpcal Recherche - méthodes Statistiek gtt Statistiques médicales ram Statistische methoden gtt Medizin Statistik Biometry Medicine Research Statistical methods Research methods Medizin (DE-588)4038243-6 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 s Methode (DE-588)4038971-6 s DE-604 Medizin (DE-588)4038243-6 s Statistik (DE-588)4056995-0 s 1\p DE-604 Berry, Geoffrey Verfasser aut Matthews, John N. S. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009565453&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 | Armitage, Peter 1924- Berry, Geoffrey Matthews, John N. S. Statistical methods in medical research Biométrie Estatística (métodos) larpcal Geneeskunde gtt Medicina (métodos estatísticos) larpcal Médecine - Recherche - Méthodes statistiques Médecine - Recherche - Méthodes statistiques ram Pesquisa (métodos) larpcal Recherche - méthodes Statistiek gtt Statistiques médicales ram Statistische methoden gtt Medizin Statistik Biometry Medicine Research Statistical methods Research methods Medizin (DE-588)4038243-6 gnd Medizinische Statistik (DE-588)4127563-9 gnd Statistik (DE-588)4056995-0 gnd Methode (DE-588)4038971-6 gnd |
| subject_GND | (DE-588)4038243-6 (DE-588)4127563-9 (DE-588)4056995-0 (DE-588)4038971-6 |
| title | Statistical methods in medical research |
| title_auth | Statistical methods in medical research |
| title_exact_search | Statistical methods in medical research |
| title_full | Statistical methods in medical research P. Armitage ; G. Berry ; J. N. S. Matthews |
| title_fullStr | Statistical methods in medical research P. Armitage ; G. Berry ; J. N. S. Matthews |
| title_full_unstemmed | Statistical methods in medical research P. Armitage ; G. Berry ; J. N. S. Matthews |
| title_short | Statistical methods in medical research |
| title_sort | statistical methods in medical research |
| topic | Biométrie Estatística (métodos) larpcal Geneeskunde gtt Medicina (métodos estatísticos) larpcal Médecine - Recherche - Méthodes statistiques Médecine - Recherche - Méthodes statistiques ram Pesquisa (métodos) larpcal Recherche - méthodes Statistiek gtt Statistiques médicales ram Statistische methoden gtt Medizin Statistik Biometry Medicine Research Statistical methods Research methods Medizin (DE-588)4038243-6 gnd Medizinische Statistik (DE-588)4127563-9 gnd Statistik (DE-588)4056995-0 gnd Methode (DE-588)4038971-6 gnd |
| topic_facet | Biométrie Estatística (métodos) Geneeskunde Medicina (métodos estatísticos) Médecine - Recherche - Méthodes statistiques Pesquisa (métodos) Recherche - méthodes Statistiek Statistiques médicales Statistische methoden Medizin Statistik Biometry Medicine Research Statistical methods Research methods Medizinische Statistik Methode |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009565453&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT armitagepeter statisticalmethodsinmedicalresearch AT berrygeoffrey statisticalmethodsinmedicalresearch AT matthewsjohnns statisticalmethodsinmedicalresearch |