Sample size determination and power 1st Edition by Thomas Ryan 9781118437605 1118437608
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Product details:
ISBN 10: 1118437608
ISBN 13: 9781118437605
Author: Thomas P. Ryan
Sample Size Determination and Power features a modern introduction to the applicability of sample size determination and provides a variety of discussions on broad topics including epidemiology, microarrays, survival analysis and reliability, design of experiments, regression, and confidence intervals.
The book distinctively merges applications from numerous fields such as statistics, biostatistics, the health sciences, and engineering in order to provide a complete introduction to the general statistical use of sample size determination. Advanced topics including multivariate analysis, clinical trials, and quality improvement are addressed, and in addition, the book provides considerable guidance on available software for sample size determination. Written by a well-known author who has extensively class-tested the material, Sample Size Determination and Power:
- Highlights the applicability of sample size determination and provides extensive literature coverage
- Presents a modern, general approach to relevant software to guide sample size determination including CATD (computer-aided trial design)
- Addresses the use of sample size determination in grant proposals and provides up-to-date references for grant investigators
An appealing reference book for scientific researchers in a variety of fields, such as statistics, biostatistics, the health sciences, mathematics, ecology, and geology, who use sampling and estimation methods in their work, Sample Size Determination and Power is also an ideal supplementary text for upper-level undergraduate and graduate-level courses in statistical sampling.
Table of contents:
Chapter 1: Brief Review of Hypothesis Testing Concepts/Issues and Confidence Intervals
Chapter 2: Methods of Determining Sample Sizes
Chapter 3: Means and Variances
Chapter 4: Proportions and Rates
Chapter 5: Regression Methods and Correlation
Chapter 6: Experimental Designs
Chapter 7: Clinical Trials
Chapter 8: Quality Improvement
Chapter 9: Survival Analysis and Reliability
Chapter 10: Nonparametric Methods
Chapter 11: Miscellaneous Topics
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Tags: Thomas Ryan, Sample, determination, size