Analysis of incidence rates:
Incidence rates are counts divided by person-time; mortality rates are a well-known example. Analysis of Incidence Rates offers a detailed discussion of the practical aspects of analyzing incidence rates. Important pitfalls and areas of controversy are discussed. The text is aimed at graduate studen...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press, Taylor & Francis Group
2019
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Incidence rates are counts divided by person-time; mortality rates are a well-known example. Analysis of Incidence Rates offers a detailed discussion of the practical aspects of analyzing incidence rates. Important pitfalls and areas of controversy are discussed. The text is aimed at graduate students, researchers, and analysts in the disciplines of epidemiology, biostatistics, social sciences, economics, and psychology. Features: Compares and contrasts incidence rates with risks, odds, and hazards. Shows stratified methods, including standardization, inverse-variance weighting, and Mantel-Haenszel methods Describes Poisson regression methods for adjusted rate ratios and rate differences. Examines linear regression for rate differences with an emphasis on common problems. Gives methods for correcting confidence intervals. Illustrates problems related to collapsibility. Explores extensions of count models for rates, including negative binomial regression, methods for clustered data, and the analysis of longitudinal data. Also, reviews controversies and limitations. Presents matched cohort methods in detail. Gives marginal methods for converting adjusted rate ratios to rate differences, and vice versa. Demonstrates instrumental variable methods. Compares Poisson regression with the Cox proportional hazards model. Also, introduces Royston-Parmar models. All data and analyses are in online Stata files which readers can download. Peter Cummings is Professor Emeritus, Department of Epidemiology, School of Public Health, University of Washington, Seattle WA. His research was primarily in the field of injuries. He used matched cohort methods to estimate how the use of seat belts and presence of airbags were related to death in a traffic crash. He is author or co-author of over 100 peer-reviewed articles |
| Beschreibung: | OCLC-licensed vendor bibliographic record |
| Beschreibung: | 1 online resource |
| ISBN: | 9780429055713 0429055714 9780429616907 0429616902 9780429621208 0429621205 9780429619052 0429619057 |
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| discipline | Mathematik |
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| index_date | 2024-07-03T14:08:06Z |
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| isbn | 9780429055713 0429055714 9780429616907 0429616902 9780429621208 0429621205 9780429619052 0429619057 |
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| spelling | Cummings, Peter Verfasser aut Analysis of incidence rates Peter Cummings Boca Raton CRC Press, Taylor & Francis Group 2019 1 online resource txt rdacontent c rdamedia cr rdacarrier OCLC-licensed vendor bibliographic record Incidence rates are counts divided by person-time; mortality rates are a well-known example. Analysis of Incidence Rates offers a detailed discussion of the practical aspects of analyzing incidence rates. Important pitfalls and areas of controversy are discussed. The text is aimed at graduate students, researchers, and analysts in the disciplines of epidemiology, biostatistics, social sciences, economics, and psychology. Features: Compares and contrasts incidence rates with risks, odds, and hazards. Shows stratified methods, including standardization, inverse-variance weighting, and Mantel-Haenszel methods Describes Poisson regression methods for adjusted rate ratios and rate differences. Examines linear regression for rate differences with an emphasis on common problems. Gives methods for correcting confidence intervals. Illustrates problems related to collapsibility. Explores extensions of count models for rates, including negative binomial regression, methods for clustered data, and the analysis of longitudinal data. Also, reviews controversies and limitations. Presents matched cohort methods in detail. Gives marginal methods for converting adjusted rate ratios to rate differences, and vice versa. Demonstrates instrumental variable methods. Compares Poisson regression with the Cox proportional hazards model. Also, introduces Royston-Parmar models. All data and analyses are in online Stata files which readers can download. Peter Cummings is Professor Emeritus, Department of Epidemiology, School of Public Health, University of Washington, Seattle WA. His research was primarily in the field of injuries. He used matched cohort methods to estimate how the use of seat belts and presence of airbags were related to death in a traffic crash. He is author or co-author of over 100 peer-reviewed articles MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh REFERENCE / General bisacsh Correlation (Statistics) Multivariate analysis Regression analysis Mathematical statistics Probabilities https://www.taylorfrancis.com/books/9780429055713 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Cummings, Peter Analysis of incidence rates MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh REFERENCE / General bisacsh Correlation (Statistics) Multivariate analysis Regression analysis Mathematical statistics Probabilities |
| title | Analysis of incidence rates |
| title_auth | Analysis of incidence rates |
| title_exact_search | Analysis of incidence rates |
| title_exact_search_txtP | Analysis of incidence rates |
| title_full | Analysis of incidence rates Peter Cummings |
| title_fullStr | Analysis of incidence rates Peter Cummings |
| title_full_unstemmed | Analysis of incidence rates Peter Cummings |
| title_short | Analysis of incidence rates |
| title_sort | analysis of incidence rates |
| topic | MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh REFERENCE / General bisacsh Correlation (Statistics) Multivariate analysis Regression analysis Mathematical statistics Probabilities |
| topic_facet | MATHEMATICS / Applied MATHEMATICS / Probability & Statistics / General REFERENCE / General Correlation (Statistics) Multivariate analysis Regression analysis Mathematical statistics Probabilities |
| url | https://www.taylorfrancis.com/books/9780429055713 |
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