Package: cglasso
Version: 2.0.7
Date: 2024-02-10
Type: Package
Title: Conditional Graphical LASSO for Gaussian Graphical Models with
        Censored and Missing Values
Authors@R: c(person(given = "Luigi", family = "Augugliaro", email = "luigi.augugliaro@unipa.it", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-4603-7541")),
	     person(given = "Gianluca", family = "Sottile", role = "aut", comment = c(ORCID = "0000-0001-9347-7251")),
	     person(given = "Ernst C.", family = "Wit", role = "aut", comment = c(ORCID = "0000-0002-3671-9610")),
	     person(given = "Veronica", family = "Vinciotti", role = "aut", comment = c(ORCID = "0000-0002-2625-7977")))
Depends: R (>= 3.6.0), igraph
Description: Conditional graphical lasso estimator is an extension of
        the graphical lasso proposed to estimate the conditional
        dependence structure of a set of p response variables given q
        predictors. This package provides suitable extensions developed
        to study datasets with censored and/or missing values. Standard
        conditional graphical lasso is available as a special case.
        Furthermore, the package provides an integrated set of core
        routines for visualization, analysis, and simulation of
        datasets with censored and/or missing values drawn from a
        Gaussian graphical model. Details about the implemented models
        can be found in Augugliaro et al. (2023) <doi:
        10.18637/jss.v105.i01>, Augugliaro et al. (2020b) <doi:
        10.1007/s11222-020-09945-7>, Augugliaro et al. (2020a) <doi:
        10.1093/biostatistics/kxy043>, Yin et al. (2001) <doi:
        10.1214/11-AOAS494> and Stadler et al. (2012) <doi:
        10.1007/s11222-010-9219-7>.
Imports: methods, MASS
License: GPL (>= 2)
LazyLoad: yes
NeedsCompilation: yes
Author: Luigi Augugliaro [aut, cre]
        (<https://orcid.org/0000-0002-4603-7541>), Gianluca Sottile
        [aut] (<https://orcid.org/0000-0001-9347-7251>), Ernst C. Wit
        [aut] (<https://orcid.org/0000-0002-3671-9610>), Veronica
        Vinciotti [aut] (<https://orcid.org/0000-0002-2625-7977>)
Maintainer: Luigi Augugliaro <luigi.augugliaro@unipa.it>
Packaged: 2026-06-19 09:00:30 UTC; root
Config/pak/sysreqs: libglpk-dev libxml2-dev
Repository: https://luigiaugugliaro.r-universe.dev
Date/Publication: 2024-02-13 02:30:22 UTC
RemoteUrl: https://github.com/cran/cglasso
RemoteRef: HEAD
RemoteSha: 59a2f69c2a623b5352c336d36566823e358d1e31