Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods by Bickel, David R.
Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods by Bickel, David R.

Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods

Statisticians have met the need to test hundreds or thousands of genomics hypotheses simultaneously with novel empirical...
BD$54.45 BMD
BD$54.45 BMD
SKU: 9781032475288
Product Type: Books
Please hurry! Only 0 left in stock
Author: David R. Bickel
Format: Paperback
Language: English
Subtotal: BD$54.45
10 customers are viewing this product
Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods by Bickel, David R.

Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods

BD$54.45
Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods by Bickel, David R.

Genomics Data Analysis: False Discovery Rates and Empirical Bayes Methods

BD$54.45
Author: David R. Bickel
Format: Paperback
Language: English
Description

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. Readers will learn the fundamental concepts behind local false discovery rates, preparing them to analyze their own genomics data and to critically evaluate published genomics research.

Key Features:

* dice games and exercises, including one using interactive software, for teaching the concepts in the classroom

* examples focusing on gene expression and on genetic association data and briefly covering metabolomics data and proteomics data

* gradual introduction to the mathematical equations needed

* how to choose between different methods of multiple hypothesis testing

* how to convert the output of genomics hypothesis testing software to estimates of local false discovery rates

* guidance through the minefield of current criticisms of p values

* material on non-Bayesian prior p values and posterior p values not previously published



Author: David R. Bickel
Publisher: CRC Press
Published: 01/21/2023
Pages: 122
Binding Type: Paperback
ISBN: 9781032475288

About the Author

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. For recent activity, see davidbickel.com or follow him at @DavidRBickel (Twitter).




This title is not returnable
This title is only available via back order
Shipping & Return

Returns Policy

You may return most new, unopened items within 30 days of delivery for a full refund. We'll also pay the return shipping costs if the return is a result of our error (you received an incorrect or defective item, etc.).

You should expect to receive your refund within four weeks of giving your package to the return shipper, however, in many cases you will receive a refund more quickly. This time period includes the transit time for us to receive your return from the shipper (5 to 10 business days), the time it takes us to process your return once we receive it (3 to 5 business days), and the time it takes your bank to process our refund request (5 to 10 business days).

If you need to return an item, simply login to your account, view the order using the "Complete Orders" link under the My Account menu and click the Return Item(s) button. We'll notify you via e-mail of your refund once we've received and processed the returned item.

Shipping

We can ship to virtually any address in the world. Note that there are restrictions on some products, and some products cannot be shipped to international destinations.

When you place an order, we will estimate shipping and delivery dates for you based on the availability of your items and the shipping options you choose. Depending on the shipping provider you choose, shipping date estimates may appear on the shipping quotes page.

Please also note that the shipping rates for many items we sell are weight-based. The weight of any such item can be found on its detail page. To reflect the policies of the shipping companies we use, all weights will be rounded up to the next full pound.

Review

Related Products

Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD
Example product title
BD$54.45 BMD
BD$54.45 BMD

Recently Viewed Products