Statistical Haplotypes Based on Functional Sequence Data Analysis for Genome-Wide Association Studies

Statistical Haplotypes Based on Functional Sequence Data Analysis for Genome-Wide Association Studies

Functional data analysis has demonstrated significant success in time series analysis. In recent biomedical research, it has also been used to analyze sequence variations in genome-wide association studies (GWAS). The observations of genetic variants, called single-nucleotide polymorphisms (SNPs), o...

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Bibliographic Details
Main Authors: Pei-Yun Sun, Guoqi Qian
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Engineering Proceedings
Subjects:
stochastic process
functional data analysis
genome-wide association study
epistasis
haplotype
variable selection
Online Access:https://www.mdpi.com/2673-4591/39/1/29

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