Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods

by David Bickel and David Bickel

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...

• Format: Hardcover
• Language: English
• ISBN: 0367280361
• ISBN13: 9780367280369
• Release Date: September 2019
• Publisher: CRC Press
• Length: 140 Pages
• Weight: 0.65 lbs.
• Dimensions: 0.5" x 5.7" x 8.6"