Epidemiologic analysis: a case-oriented approach
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Oxford [u.a.]
Oxford Univ. Pr.
2001
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIV, 323 S. graph. Darst. |
| ISBN: | 0195144899 0195146182 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Contents
1. Measurement of Trend (a 2 by c Table), 1
Topic: Trends in Multiple Birth Defects, 1
Methods: Chi Square and Regression Techniques (Linear and Logistic), 2
Data Type: Surveillance, 2
2. Odds Ratio and Relative Risk, 13
Part I: Odds Ratio, 13
Topic: Smoking and the Risk of Low Birth Weight, 13
Methods: 2 by 2 by A: Tables, Odds Ratios, Summary Odds Ratios and
Logistic Regression, 14
Data Type: Cross Sectional (Hospital Records), 14
Part II: Relative Risk, 27
Topic: Behavior Type and the Risk of Coronary Disease, 27
Methods: 2 by 2 by k Tables, Relative Risk, Summary Relative Risk
and Poisson Regression, 28
Data Type: Prospective, 28
3. Randomized Trial, 39
Topic: Alzheimer s Disease Clinical Trial, 39
Methods: t Tests, Wilcoxon Tests, Bootstrap Estimation and
Permutation Tests, 39
Data Type: Randomized Trial, 40
xii CONTENTS
4. Bias, 50
Part I: Regression to the Mean, 50
Topic: Bias in Repeated Blood Pressure Measurements, 50
Methods: t Test, Simple Linear Regression and Correlation, 51
Data Type: Nested Random Sample (Repeated Measures), 51
Part II: Misclassification, 60
Topic: Bias from Misclassified Treatment/Control Status, 60
Methods: Odds Ratios, Bootstrap Estimation and Confidence Intervals, 60
Data Type: Randomized Trial, 61
5. Goodness of Fit, 67
Topic: Mendel s Ornamental Flower Data, 67
Methods: Pearson s Chi Square Goodness of Fit Tests, 68
Data Type: Experimental, 68
6. Analysis of a Two Way Table, 79
Topic: Marital Status and the Risk of Rectal Cancer, 79
Methods: r by c Table, Median Polish and Poisson Regression Models, 80
Data Type: Survey/Incidence (Surveillance Data), 80
7. Cluster Analysis, 93
Topic: Classification by Race/Ethnicity Based on Gene Frequencies, 93
Methods: Graphic Cluster Analysis, Principal Components Analysis
with Contour Plots, 93
Data Type: Aggregate or Ecologic, 94
8. Matched Analysis (One Case and Two Controls), 108
Topic: Electro Magnetic Field Radiation and the Risk of a Birth Defect, 108
Methods: t Tests, Analysis of Variance, Matched Analysis, and
Conditional Logistic Models, 109
Data Type: Matched Sets (Population Based Vial Records), 109
9. Multivariable Linear Regression, 127
Topic: Weight Gained During Pregnancy and Birth Weight, 127
Methods: Multivariable Linear Regression Models, 128
Data Type: Cross Sectional (Hospital Database), 128
10. Linear Logistic Regression, 145
Topic: Noise Exposure and the Risk of Hypertension, 145
Methods: Linear and Polynomial Logistic Regression and General
Additive Models, 146
Data Type: Cross Sectional (Industrial Hygiene Measurements), 146
Contents xiii
11. Poisson Regression, 161
Part I: Standardized Mortality Ratio, 161
Topic: Gender and the Risk of Stomach Cancer, 161
Methods: Age Adjustment (Model Free), SMR and Poisson Regression
Models, 162
Data Type: Incidence (Cancer Registry Data), 162
Part II: Adjusted Rates, 173
Topic: Race, Birth Weight and Perinatal Mortality, 173
Methods: Polynomial Regression Models, 174
Data Type: Vital Records (Birth Certificates), 174
12. Log Linear Model (Poisson Model Applied to Tabular Data), 186
Topic: Vitamin Use and the Risk of Neural Tube Defects, 186
Methods: Log Linear Models (Poisson Regression Models), 187
Data Type: Case/Control (Medical Records), 187
13. Survival Analysis (Cox s Proportional Hazards Model), 204
Topic: Prognostic Factors in the Development of AIDS, 204
Methods: Kaplan Meier Plots, Parametric Survival Curves and
Proportional Hazards Models, 205
Data Type: Prospective (Follow Up Survival Data), 205
14. Multivariate Comparison of Two Groups, 222
Topic: Maternal Weight Change Over Two Pregnancies, 222
Methods: Canonical Correlation Analysis, Multivariate f Tests and
Analysis of Variance, 223
Data Type: Longitudinal (Hospital Database), 223
15. Smoothing Sequential Data, 237
Topic: Trends in Hodgkins Disease Among African Americans, 237
Methods: Smoothing of Incidence and Mortality Data, 238
Data Type: Time Series (Registry Records), 238
16. Nonparametric Regression Analysis, 248
Topic: Maternal Weight, Height and Birth Weight, 248
Methods: Nonparametric Estimation and Regression Techniques, 249
Data Type: Cross sectional (Hospital Records), 249
References, 267
xiv CONTENTS
Appendix
a.l Introduction, 272
a.2 Variances of Sums, 272
a.3 Binomial Probability Distribution, 276
a.4 Hypergeometric Probability Distribution, 278
a.5 Chi Square Distribution: A Pattern, 280
a.6 Mantel Haenszel Summary Odds Ratio, 283
a. 7 Mantel Haenszel Cochran Test for Independence, 286
a.8 Taylor Series Expansion—Power Series, 290
a.9 Two Variances, 293
a.10 Rate Ratio, 298
a. 11 Odds Ratio, 299
a. 12 Weighted Average, 302
a. 13 Additive Model for a Two Way Classification, 304
a. 14 Two by c table, 307
a.15 Kaplan Meier Estimated Survival Probabilities, 310
a. 16 Mean and Median Survival Time, 313
a.17 Two Properties of the Multivariable Logistic Model, 315
Index, 319
|
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| illustrated | Illustrated |
| indexdate | 2024-07-09T18:59:42Z |
| institution | BVB |
| isbn | 0195144899 0195146182 |
| language | English |
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| physical | XIV, 323 S. graph. Darst. |
| publishDate | 2001 |
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| publisher | Oxford Univ. Pr. |
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| spelling | Selvin, Steve 1941- Verfasser (DE-588)1206899549 aut Epidemiologic analysis a case-oriented approach Steve Selvin Oxford [u.a.] Oxford Univ. Pr. 2001 XIV, 323 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Epidemiologie gtt Epidemiologic Methods Epidemiology Statistical methods HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009744409&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Selvin, Steve 1941- Epidemiologic analysis a case-oriented approach Epidemiologie gtt Epidemiologic Methods Epidemiology Statistical methods |
| title | Epidemiologic analysis a case-oriented approach |
| title_auth | Epidemiologic analysis a case-oriented approach |
| title_exact_search | Epidemiologic analysis a case-oriented approach |
| title_full | Epidemiologic analysis a case-oriented approach Steve Selvin |
| title_fullStr | Epidemiologic analysis a case-oriented approach Steve Selvin |
| title_full_unstemmed | Epidemiologic analysis a case-oriented approach Steve Selvin |
| title_short | Epidemiologic analysis |
| title_sort | epidemiologic analysis a case oriented approach |
| title_sub | a case-oriented approach |
| topic | Epidemiologie gtt Epidemiologic Methods Epidemiology Statistical methods |
| topic_facet | Epidemiologie Epidemiologic Methods Epidemiology Statistical methods |
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