CodeSiteEff_l2_par: Function Used To Estimate Code-Site Effects Parallelly

In MUGS: Multisource Graph Synthesis with EHR Data

Function Used To Estimate Code-Site Effects Parallelly

Description

Function Used To Estimate Code-Site Effects Parallelly

Usage

CodeSiteEff_l2_par(
  S.1,
  S.2,
  n1,
  n2,
  U.1,
  U.2,
  V.1,
  V.2,
  delta.int,
  lambda.delta,
  p,
  common_codes,
  n.common,
  n.core
)

Arguments

S.1	SPPMI from the source site
S.2	SPPMI from the target site
n1	the number of codes from the source site
n2	the number of codes from the target site
U.1	the left embeddings (left singular vectors times the square root of the singular values) from the source site
U.2	the left embeddings (left singular vectors times the square root of the singular values) from the target site
V.1	the right embeddings (right singular vectors times the square root of the singular values) from the source site
V.2	the right embeddings (right singular vectors times the square root of the singular values) from the target site
delta.int	the initial estimator for the code-site effect
lambda.delta	the tuning parameter controls the intensity of penalization on the code-site effects
p	the length of an embedding
common_codes	the list of overlapping codes
n.common	the number of overlapping codes
n.core	the number of cored used for parallel computation

Value

The output for the estimation of code-site effects

MUGS documentation built on June 8, 2025, 12:35 p.m.