Simultaneous Inference of Gene Isoform Expression for RNA Sequencing Data

In this article, we describe simultaneous inferential methods in detecting differentially expressed gene isoforms based on the Poisson generalized linear models. We derive the joint asymptotic distribution of pivotal quantities. The sample size of RNA sequencing data is often small in practice. Usi...

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Bibliographic Details
Main Author: Bo Li
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2020-05-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/293