softImpute.network.missing {changepoints}  R Documentation 
Estimate graphon matrix by softimpute for independent adjacency matrices with missing values.
Description
Estimate graphon matrix by softimpute for independent adjacency matrices with missing values.
Usage
softImpute.network.missing(
data_incomplete_list,
eta_list,
lambda,
a,
it_max = 10000
)
Arguments
data_incomplete_list 
A list of adjacency matrices (with entries being 0 or 1) with missing values being coercing to 0.

eta_list 
A list of matrices associated with data_incomplete_list, each matrix indicates the missing entries in corresponding adjacency matrix.

lambda 
A numeric scalar of thresholding parameter for leading singular value in the softimpute algorithm.

a 
A numeric scalar of truncation parameter in the softimpute algorithm.

it_max 
An integer scalar of maximum iteration for the softimpute algorithm.

Value
Estimated graphon matrix
Author(s)
Haotian Xu
References
Dubey, Xu and Yu (2021) <arxiv:2110.06450>
[Package
changepoints version 1.1.0
Index]