Function Used To Estimate Group Effects Parallelly
Usage
GroupEff_par(
S.MGB,
S.BCH,
n.MGB,
n.BCH,
U.MGB,
U.BCH,
V.MGB,
V.BCH,
X.MGB.group,
X.BCH.group,
n.group,
name.list,
beta.int,
lambda = 0,
p,
n.core
)Arguments
- S.MGB
SPPMI from the source site
- S.BCH
SPPMI from the target site
- n.MGB
the number of codes from the source site
- n.BCH
the number of codes from the target site
- U.MGB
the left embeddings (left singular vectors times the square root of the singular values) from the source site
- U.BCH
the left embeddings (left singular vectors times the square root of the singular values) from the target site
- V.MGB
the right embeddings (right singular vectors times the square root of the singular values) from the source site
- V.BCH
the right embeddings (right singular vectors times the square root of the singular values) from the target site
- X.MGB.group
the dummy matrix based on prior group structures at the source site
- X.BCH.group
the dummy matrix based on prior group structures at the target site
- n.group
the number of groups
- name.list
the full list of code names from the source site and the target site with repeated names of overlapping codes
- beta.int
the initial estimator for the group effects
- lambda
the tuning parameter controls the intensity of penalization on the group effect; by default we set it to 0
- p
the length of an embedding
- n.core
the number of cored used for parallel computation