Statistical analysis of epidemiologic data:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Oxford [u.a.]
Oxford Univ. Press
2004
|
| Ausgabe: | 3. ed. |
| Schriftenreihe: | Monographs in epidemiology and biostatistics
35 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIV, 492 S. graph. Darst. |
| ISBN: | 0195172809 |
Internformat
MARC
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| 100 | 1 | |a Selvin, Steve |d 1941- |e Verfasser |0 (DE-588)1206899549 |4 aut | |
| 245 | 1 | 0 | |a Statistical analysis of epidemiologic data |c Steve Selvin |
| 250 | |a 3. ed. | ||
| 264 | 1 | |a Oxford [u.a.] |b Oxford Univ. Press |c 2004 | |
| 300 | |a XIV, 492 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Monographs in epidemiology and biostatistics |v 35 | |
| 650 | 7 | |a Análise de sobrevivência |2 larpcal | |
| 650 | 7 | |a Epidemiologia |2 larpcal | |
| 650 | 7 | |a Epidemiologie |2 gtt | |
| 650 | 2 | |a Interprétation statistique des données | |
| 650 | 7 | |a Levantamentos epidemiológicos |2 larpcal | |
| 650 | 7 | |a Medição de risco |2 larpcal | |
| 650 | 2 | |a Méthodes épidémiologiques | |
| 650 | 7 | |a Métodos epidemiológicos |2 larpcal | |
| 650 | 7 | |a Statistiek |2 gtt | |
| 650 | 7 | |a Statistique médicale |2 ram | |
| 650 | 7 | |a Tabelas de vida |2 larpcal | |
| 650 | 4 | |a Épidémiologie - Méthodes statistiques | |
| 650 | 7 | |a Épidémiologie - Méthodes statistiques |2 ram | |
| 650 | 4 | |a Statistik | |
| 650 | 4 | |a Epidemiology |x Statistical methods | |
| 650 | 0 | 7 | |a Medizinische Statistik |0 (DE-588)4127563-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Epidemiologie |0 (DE-588)4015016-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistische Analyse |0 (DE-588)4116599-8 |2 gnd |9 rswk-swf |
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Datensatz im Suchindex
| _version_ | 1804132797768531968 |
|---|---|
| adam_text | CONTENTS
1. Measures of Risk: Rates and Probabilities, 1
Rates, 2
Probabilities, 6
Incidence and prevalence, 8
Survival probabilities and hazard rates, 12
Statistical properties of probabilities calculated from mortality
or disease data, 14
Analysis of rates: smoothing, transforming, and adjusting, 22
2. Variation and Bias, 40
A simple model, 41
The r test, 43
Selection bias, 48
Confounder bias, 50
Ecologic bias, 52
Comparison of k groups, 54
Interaction contrasts, 58
Two way analysis, 62
Misclassification bias, 69
xi
3. Statistical Power and Sample Size Calculations, 75
Technical details, 75
Normal distribution: sample mean, 79
Poisson distribution: relative risk, 80
Sample size: one sample test of a proportion, 82
Sample size: two sample test of proportions, 84
Loss of statistical power and bias from grouping continuous data, 88
4. Cohort Data: Description and Illustration, 93
Cohort effect: model, 94
Birth cohort effect and proportional mortality data, 97
Median polish analysis, 100
Mean polish analysis, 102
Four examples, 104
Cohort effect: prostatic cancer data, 110
5. Spatial Data: Analysis and Estimation, 120
Poisson model, 121
Nearest neighbor analysis, 125
Transformed maps, 130
Spatial distribution about a point, 135
Time/distance spatial analysis, 138
Randomization test, 143
Time/distance: randomization test, 146
Bootstrap estimation and analysis, 149
6. The 2 X k Table and the 2 X 2 X 2 Table, 159
The 2 X k contingency table, 159
Independence and homogeneity, 160
Regression, 165
Two sample model: comparison of two means, 169
Ridit probability analysis, 173
The 2X2X2 contingency table, 179
7. The Analysis of Contingency Table Data: Logistic Model I, 190
The simplest model: discrete case, 191
The 2 X 2 X 2 table, 199
The 2 X it table, 208
The 2 X 2 X k table, 213
The multiway table, 221
Goodness of fit: discrete case, 224
Summarizing a series of 2 X 2 tables, 227
contents xin
8. The Analysis of Binary Data: Logistic Model II, 236
Simplest logistic regression: continuous case, 236
Bivariate logistic regression, 240
Logistic regression coefficients: general considerations, 248
Centering , 249
The WCGS additive logistic model, 252
Case/control sampling, 259
9. The Analysis of Count Data: Poisson Model, 263
Simplest Poisson model, 264
Poisson model: technical description, 265
Illustration of the Poisson model, 266
Poisson model adjusted rate: Hodgkins disease, 268
Possion regression: CHD risk by smoking and behavior type, 273
Count data: application of the Poisson model, 276
Poisson regression: a two way classification, 278
Poisson regression: a three way classification, 283
10. The Analysis of Matched Data: Three Approaches, 291
Frequency matching, 292
Poststratification, 294
Matched analysis: continuous variable, 296
Matched case/control pairs: binary risk factor, 300
Confidence interval for the odds ratio, 305
Evaluating the estimated odds ratio, 307
Disregarding matching, 309
Interactions with the matching variable, 311
Matched sets using more than one control, 313
Matched analysis: multilevel categorical risk factor, 317
Conditional logistic analysis, 320
11. Life Table Analysis: An Introduction, 335
Complete, current life table: construction, 336
Life table survival function, 350
Life table hazard function, 350
Life tables: three applications of life table techniques, 356
Competing risks, 372
12. Survival Data: Estimation of Risk, 378
Parametric model, 379
Age adjustment of rates, 382
Censored and truncated data, 384
Mean survival time: parametric estimate, 386
Mean survival time: nonparametric estimate, 390
Mean survival time from censored data, 393
Goodness of fit, 396
Two sample data, 399
The Wilcoxon test and the Gehan generalization to survival data, 407
13. Survival Data: Proportional Hazards Model, 412
Simplest case, 413
The proportional hazards model, 417
Plotting survival curves, 420
Four applications of a proportional hazards model, 421
Dependency on follow up time, 439
Appendix, 443
A. Description of the WCGS data set, 443
B. Binomial and Poisson probability distributions, 445
C. The odds ratio and its properties, 448
D. Partitioning the chi square statistic, 454
E. Maximum likelihood estimation and likelihood functions, 457
F. Problems, 464
References, 479
Index, 487
|
| any_adam_object | 1 |
| author | Selvin, Steve 1941- |
| author_GND | (DE-588)1206899549 |
| author_facet | Selvin, Steve 1941- |
| author_role | aut |
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| building | Verbundindex |
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| callnumber-subject | RA - Public Medicine |
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| ctrlnum | (OCoLC)53215876 (DE-599)BVBBV019362240 |
| dewey-full | 614.4/07/27 614.40727 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 614 - Forensic medicine; incidence of disease |
| dewey-raw | 614.4/07/27 614.40727 |
| dewey-search | 614.4/07/27 614.40727 |
| dewey-sort | 3614.4 17 227 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| edition | 3. ed. |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T19:58:31Z |
| institution | BVB |
| isbn | 0195172809 |
| language | English |
| lccn | 2003066214 |
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| publisher | Oxford Univ. Press |
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| series | Monographs in epidemiology and biostatistics |
| series2 | Monographs in epidemiology and biostatistics |
| spelling | Selvin, Steve 1941- Verfasser (DE-588)1206899549 aut Statistical analysis of epidemiologic data Steve Selvin 3. ed. Oxford [u.a.] Oxford Univ. Press 2004 XIV, 492 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Monographs in epidemiology and biostatistics 35 Análise de sobrevivência larpcal Epidemiologia larpcal Epidemiologie gtt Interprétation statistique des données Levantamentos epidemiológicos larpcal Medição de risco larpcal Méthodes épidémiologiques Métodos epidemiológicos larpcal Statistiek gtt Statistique médicale ram Tabelas de vida larpcal Épidémiologie - Méthodes statistiques Épidémiologie - Méthodes statistiques ram Statistik Epidemiology Statistical methods Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Epidemiologie (DE-588)4015016-1 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Epidemiologie (DE-588)4015016-1 s Statistische Analyse (DE-588)4116599-8 s DE-604 Medizinische Statistik (DE-588)4127563-9 s Monographs in epidemiology and biostatistics 35 (DE-604)BV000004952 35 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012825939&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Selvin, Steve 1941- Statistical analysis of epidemiologic data Monographs in epidemiology and biostatistics Análise de sobrevivência larpcal Epidemiologia larpcal Epidemiologie gtt Interprétation statistique des données Levantamentos epidemiológicos larpcal Medição de risco larpcal Méthodes épidémiologiques Métodos epidemiológicos larpcal Statistiek gtt Statistique médicale ram Tabelas de vida larpcal Épidémiologie - Méthodes statistiques Épidémiologie - Méthodes statistiques ram Statistik Epidemiology Statistical methods Medizinische Statistik (DE-588)4127563-9 gnd Epidemiologie (DE-588)4015016-1 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| subject_GND | (DE-588)4127563-9 (DE-588)4015016-1 (DE-588)4116599-8 |
| title | Statistical analysis of epidemiologic data |
| title_auth | Statistical analysis of epidemiologic data |
| title_exact_search | Statistical analysis of epidemiologic data |
| title_full | Statistical analysis of epidemiologic data Steve Selvin |
| title_fullStr | Statistical analysis of epidemiologic data Steve Selvin |
| title_full_unstemmed | Statistical analysis of epidemiologic data Steve Selvin |
| title_short | Statistical analysis of epidemiologic data |
| title_sort | statistical analysis of epidemiologic data |
| topic | Análise de sobrevivência larpcal Epidemiologia larpcal Epidemiologie gtt Interprétation statistique des données Levantamentos epidemiológicos larpcal Medição de risco larpcal Méthodes épidémiologiques Métodos epidemiológicos larpcal Statistiek gtt Statistique médicale ram Tabelas de vida larpcal Épidémiologie - Méthodes statistiques Épidémiologie - Méthodes statistiques ram Statistik Epidemiology Statistical methods Medizinische Statistik (DE-588)4127563-9 gnd Epidemiologie (DE-588)4015016-1 gnd Statistische Analyse (DE-588)4116599-8 gnd |
| topic_facet | Análise de sobrevivência Epidemiologia Epidemiologie Interprétation statistique des données Levantamentos epidemiológicos Medição de risco Méthodes épidémiologiques Métodos epidemiológicos Statistiek Statistique médicale Tabelas de vida Épidémiologie - Méthodes statistiques Statistik Epidemiology Statistical methods Medizinische Statistik Statistische Analyse |
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