DPQL.estimate: PDA DPQL estimation
In Penncil/pda: Privacy-Preserving Distributed Algorithms

DPQL.estimate

R Documentation

PDA DPQL estimation

Description

PDA DPQL estimation

Usage

DPQL.estimate(ipdata=NULL,control,config)

Arguments

`ipdata`	no need
`control`	PDA control
`config`	cloud configuration

Details

DPQL estimation: (iterative) weighted DLMM using AD from all sites

Value

list(risk_factor, risk_factor_heterogeneity, bhat, sebhat, uhat, seuhat, Vhat)

References

Chongliang Luo, et al. (2021) dPQL: a lossless distributed algorithm for generalized linear mixed model with application to privacy-preserving hospital profiling. medRxiv, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1101/2021.05.03.21256561")}.
Chongliang Luo, et al. (2020) Lossless Distributed Linear Mixed Model with Application to Integration of Heterogeneous Healthcare Data. medRxiv, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1101/2020.11.16.20230730")}.

Penncil/pda documentation built on April 12, 2025, 11:36 a.m.