CodeSiteEff_l2_par {MUGS} | R Documentation |
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