Package: StructureMC
Type: Package
Title: Structured Matrix Completion
Version: 1.0
Date: 2015-07-30
Author: Yifu Liu, Anru Zhang, Tianxi Cai, T. and Tony Cai
Maintainer: Yifu Liu <2012johnnyliu@gmail.com>
Depends: R (>= 3.1.0), MASS, matrixcalc
Description: Current literature on matrix completion focuses primarily
        on independent sampling models under which the individual
        observed entries are sampled independently. Motivated by
        applications in genomic data integration, we propose a new
        framework of structured matrix completion (SMC) to treat
        structured missingness by design. Specifically, our proposed
        method aims at efficient matrix recovery when a subset of the
        rows and columns of an approximately low-rank matrix are
        observed. The main function in our package, smc.FUN, is for
        recovery of the missing block A22 of an approximately low-rank
        matrix A given the other blocks A11, A12, A21.
License: GPL-2
Repository: https://yifuliu.r-universe.dev
Date/Publication: 2019-05-23 23:45:36 UTC
RemoteUrl: https://github.com/yifuliu/structuremc
RemoteRef: HEAD
RemoteSha: e1f57e0320cf10f42b848b90c4c5663fba8aa93b
NeedsCompilation: no
Packaged: 2026-10-06 09:47:43 UTC; root