Estimating Bivariate Dependency from Marginal Data

Provides statistical methods for estimating bivariate dependency (correlation) from marginal summary statistics across multiple studies. The package supports three modules of bivariate joint distribution estimated from marginal summary data: (1) two binary, (2) two continuous, (3) one binary and one continuous These methods enable privacy-preserving joint estimation when individual-level data are unavailable. The approaches are detailed in Shang, Tsao, and Zhang (2025a) and Shang, Tsao, and Zhang (2025b) .


Reference manual

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install.packages("ebdm")

3.0.1 by Xuekui Zhang, 6 months ago


Browse source code at https://github.com/cran/ebdm


Authors: Longwen Shang [aut] , Min Tsao [aut] , Xuekui Zhang [aut, cre, fnd]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports stats


See at CRAN