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NGBVS (version 0.3.0)

Bayesian Variable Selection for SNP Data using Normal-Gamma

Description

Posterior distribution of case-control fine-mapping. Specifically, Bayesian variable selection for single-nucleotide polymorphism (SNP) data using the normal-gamma prior. Alenazi A.A., Cox A., Juarez M,. Lin W-Y. and Walters, K. (2019) Bayesian variable selection using partially observed categorical prior information in fine-mapping association studies, Genetic Epidemiology. .

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Version

Install

install.packages('NGBVS')

Monthly Downloads

183

Version

0.3.0

License

GPL (>= 2)

Maintainer

Abdulaziz Alenazi

Last Published

September 16th, 2022

Functions in NGBVS (0.3.0)

Random value generation from the Generalized Inverse Gaussian Distribution

Random value generation from the Generalized Inverse Gaussian Distribution
NGBVS-package

Bayesian Variable Selection for SNP Data using Normal-Gamma
asym_m_ng

Modified NG prior via FS scores
s_ng

Standard NG prior
m_ng

Modified NG prior via FS scores
asym_s_ng

Standard NG prior