Distributional aspects of P-value and their use in multiple testing situations

"High dimensional experiments (HDEs) involving thousands of simultaneous hypothesis tests have become more prevalent in recent years. Several statistical methods that have been proposed for analyzing data from such experiments have used the distribution of P-values that result from these tests. This dissertation brings together some past research on the distribution of a P-value as a random variable and places it in the context of HDEs"--Abstract, page iii.

Name thesis:degree_name

Ph. D. in Mathematics

Grantor

University of Missouri--Rolla

Year dc:date.available

2016

Author dc:creator

• Hu, Xiaojun

• Microarray experiment
• P-value
• Mathematics

Repository record dc:identifier

https://scholarsmine.mst.edu/doctoral_dissertations/1722

OAI identifier oai:identifier

oai:scholarsmine.mst.edu:doctoral_dissertations-2724