A Statistical Methodology for Evaluating Asymmetry after Normalization with Application to Genomic Data

A Statistical Methodology for Evaluating Asymmetry after Normalization with Application to Genomic Data

This study evaluates the symmetry of data distributions after normalization, focusing on various statistical tests, including a few explored test named Rp. We apply normalization techniques, such as variance stabilizing transformations, to ribonucleic acid sequencing data with varying sample sizes t...

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Bibliographic Details
Main Authors: Víctor Leiva, Jimmy Corzo, Myrian E. Vergara, Raydonal Ospina, Cecilia Castro
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Stats
Subjects:
differential gene expression
genomic data normalization
RNA sequencing
Rp test
statistical tests
symmetry assessment
Online Access:https://www.mdpi.com/2571-905X/7/3/59
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