Genomics Data Analysis
False Discovery Rates and Empirical Bayes Methods
- Paperback
140 pages
- Release Date
21 January 2023
Summary
Statisticians have met the need to test hundreds or thousands of genomics hypotheses simultaneously with novel empirical Bayes methods that combine advantages of traditional Bayesian and frequentist statistics. Techniques for estimating the local false discovery rate assign probabilities of differential gene expression, genetic association, etc. without requiring subjective prior distributions. This book brings these methods to scientists while keeping the mathematics at an elementary level. …
Book Details
| ISBN-13: | 9781032475288 |
|---|---|
| ISBN-10: | 1032475285 |
| Author: | David R. Bickel |
| Publisher: | Taylor & Francis Ltd |
| Imprint: | Chapman & Hall/CRC |
| Format: | Paperback |
| Number of Pages: | 140 |
| Release Date: | 21 January 2023 |
| Weight: | 180g |
| Dimensions: | 138mm x 216mm |
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David R. Bickel
David R. Bickel is an Associate Professor in the Department of Biochemistry, Microbiology and Immunology of the University of Ottawa and a Core Member of the Ottawa Institute of Systems Biology. Since 2011, he has been teaching classes focused on the statistical analysis of genomics data. While working as a biostatistician in academia and industry, he has published new statistical methods for analyzing genomics data in leading statistics and bioinformatics journals. He is also investigating the foundations of statistical inference.
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