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PRANA (version 1.0.6)

Pseudo-Value Regression Approach for Network Analysis (PRANA)

Description

A novel pseudo-value regression approach for the differential co-expression network analysis in expression data, which can incorporate additional clinical variables in the model. This is a direct regression modeling for the differential network analysis, and it is therefore computationally amenable for the most users. The full methodological details can be found in Ahn S et al (2023) .

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Version

Install

install.packages('PRANA')

Monthly Downloads

231

Version

1.0.6

License

GPL-3

Maintainer

Seungjun Ahn

Last Published

September 22nd, 2024

Functions in PRANA (1.0.6)

coeff

coeff
coeff_specific_var

coeff_specific_var
thetahats

thetahats
combinedCOPDdat_RGO

Chronic Obstructive Pulmonary Disease (COPD) data
run_aracne

run_aracne
adjpval_specific_var

adjpval_specific_var
sigDCGnames

sigDCGnames
sigDCGtab

sigDCGtab
PRANA

PRANA
EBS

EBS
adjpval

adjpval