Robert Hirsch Hirsch Analysis of Epidemiologic Data Using R

Analysis of Epidemiologic Data Using R

von Robert Hirsch

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Beschreibung

This book addresses the description and analysis of occurrence data frequently encountered in epidemiological studies. With the occurrence of Covid-19, people have been exposed to the analysis and interpretation of epidemiological data. To be informed consumers of this information, people need to understand the nature and analysis of these data. Effort is made to emphasize concepts rather than mathematics. Subjects range from description of the frequencies of disease to the analysis of associations between the occurrence of disease and exposure. Those analyses begin with simple associations and work up to complex relationships that involve the control of extraneous characteristics. Analyses rely on the statistical software R, which is freeware in wide use by professional epidemiologists and other scientists.

This book addresses the description and analysis of occurrence data frequently encountered in epidemiological studies. With the occurrence of Covid-19, people have been exposed to the analysis and interpretation of epidemiological data. To be informed consumers of this information, people need to understand the nature and analysis of these data. Effort is made to emphasize concepts rather than mathematics. Subjects range from description of the frequencies of disease to the analysis of associations between the occurrence of disease and exposure. Those analyses begin with simple associations and work up to complex relationships that involve the control of extraneous characteristics. Analyses rely on the statistical software R, which is freeware in wide use by professional epidemiologists and other scientists.


Includes important analyses for epidemiologic data and has a minimal reliance on mathematics Presents broad coverage from simple descriptions to complex multivariable analyses Utilizes the freely available R software to perform calculations and analyze data

Autor*in

Robert Hirsch

Themen in »Analysis of Epidemiologic Data Using R«

Odds Ratio Attributable Risk Control of Confounding Logistic Regression Epidemiologic Analyses Relative Risk Cox Proportional Hazards Regression Life Table Analysis Stratified Analysis

Stimmen zu »Analysis of Epidemiologic Data Using R«

Details

ISBN: 9783031419164
Verlag: Springer International Publishing
Erscheinung: 11.09.2024

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