Confidence intervals for proportions and related measures of effect size
著者
書誌事項
Confidence intervals for proportions and related measures of effect size
（Chapman & Hall/CRC biostatistics series）（A Chapman & Hall book）
CRC, c2013
- : hardback
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注記
Includes bibliographical references (p. 401-419) and index
内容説明・目次
内容説明
Confidence Intervals for Proportions and Related Measures of Effect Size illustrates the use of effect size measures and corresponding confidence intervals as more informative alternatives to the most basic and widely used significance tests. The book provides you with a deep understanding of what happens when these statistical methods are applied in situations far removed from the familiar Gaussian case.
Drawing on his extensive work as a statistician and professor at Cardiff University School of Medicine, the author brings together methods for calculating confidence intervals for proportions and several other important measures, including differences, ratios, and nonparametric effect size measures generalizing Mann-Whitney and Wilcoxon tests. He also explains three important approaches to obtaining intervals for related measures. Many examples illustrate the application of the methods in the health and social sciences. Requiring little computational skills, the book offers user-friendly Excel spreadsheets for download at www.crcpress.com, enabling you to easily apply the methods to your own empirical data.
目次
Hypothesis Tests and Confidence Intervals. Means and Their Differences. Confidence Intervals for a Simple Binomial Proportion. Criteria for Optimality. Evaluation of Performance of Confidence Interval Methods. Intervals for the Poisson Parameter and the Substitution Approach. Difference between Independent Proportions and the Square-and-Add Approach. Difference between Proportions Based on Individually Paired Data. Methods for Triads of Proportions. Relative Risk and Rate Ratio. The Odds Ratio and Logistic Regression. Screening and Diagnostic Tests. Widening the Applicability of Confidence Interval Methods: The Propagating Imprecision Approach. Several Applications of the MOVER and PropImp Approaches. Generalised Mann-Whitney Measure. Generalised Wilcoxon Measure. References. Appendices.
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