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PRANA:Pseudo-Value Regression Approach for Network Analysis (PRANA)
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) <doi:10.1186/s12859-022-05123-w>.
Maintained by Seungjun Ahn. Last updated 6 months ago.
2.30 scorecran
SOHPIE:Statistical Approach via Pseudo-Value Information and Estimation
'SOHPIE' (pronounced as SOFIE) is a novel pseudo-value regression approach for differential co-abundance network analysis of microbiome data, which can include additional clinical covariate in the model. The full methodological details can be found in Ahn S and Datta S (2023) <arXiv:2303.13702v1>.
Maintained by Seungjun Ahn. Last updated 1 years ago.
2.00 score