Statistical Study Design for Analyzing Multiple Gene Loci Correlation in DNA Sequences

Statistical Study Design for Analyzing Multiple Gene Loci Correlation in DNA Sequences

This study presents a novel statistical and computational approach using nonparametric regression, which capitalizes on correlation structure to deal with the high-dimensional data often found in pharmacogenomics, for instance, in Crohn’s inflammatory bowel disease. The empirical correlation between...

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Bibliographic Details
Main Authors: Pianpool Kamoljitprapa, Fazil M. Baksh, Andrea De Gaetano, Orathai Polsen, Piyachat Leelasilapasart
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Mathematics
Subjects:
DNA sequence
correlation structure
high-dimensional data
nonparametric regression
case-control study
Online Access:https://www.mdpi.com/2227-7390/11/23/4710

Internet

https://www.mdpi.com/2227-7390/11/23/4710

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