COLA.initialize: COLA initialize

In pda: Privacy-Preserving Distributed Algorithms

COLA initialize

Description

COLA initialize

Usage

COLA.initialize(ipdata,control,config)

Arguments

ipdata	individual participant data
control	pda control data
config	local site configuration

Value

init

References

Qiong Wu, et al. (2025) COLA-GLM: Collaborative One-shot and Lossless Algorithms of Generalized Linear Models for Decentralized Observational Healthcare Data. npj Digital Medicine.
Bingyu Zhang, et al (2025) A Lossless One-shot Distributed Algorithm for Addressing Heterogeneity in Multi-Site Generalized Linear Models. Journal of the American Medical Informatics Association (under revision).
Jiayi Tong, et al. (2025) Unlocking Efficiency in Real-world Collaborative Studies: A Multi-site International Study with Collaborative One-shot Lossless Algorithm for Generalized Linear Mixed Model. npj Digital Medicine.

pda documentation built on Nov. 18, 2025, 1:07 a.m.