Biostatistics and computer-based analysis of health data using Stata
著者
書誌事項
Biostatistics and computer-based analysis of health data using Stata
(Biostatistics and health science set)
ISTE Press : Elsevier, 2016
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注記
Includes bibliographical references (p. [117]-118) and index
内容説明・目次
内容説明
This volume of the Biostatistics and Health Sciences Set focuses on statistics applied to clinical research. The use of Stata for data management and statistical modeling is illustrated using various examples. Many aspects of data processing and statistical analysis of cross-sectional and experimental medical data are covered, including regression models commonly found in medical statistics. This practical book is primarily intended for health researchers with basic knowledge of statistical methodology. Assuming basic concepts, the authors focus on the practice of biostatistical methods essential to clinical research, epidemiology and analysis of biomedical data (including comparison of two groups, analysis of categorical data, ANOVA, linear and logistic regression, and survival analysis). The use of examples from clinical trials and epideomological studies provide the basis for a series of practical exercises, which provide instruction and familiarize the reader with essential Stata packages and commands.
目次
1. Language Elements.
2. Measures of Association, Comparisons of Means and Proportions.
3. Linear Regression.
4. Logistic Regression and Epidemiological Analyses.
5. Survival Data Analysis.
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