DPQL.estimate {pda} | 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, 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, doi:10.1101/2020.11.16.20230730.
[Package pda version 1.2.8 Index]