mgm: Estimating Time-Varying Mixed Graphical Models

Estimation of time-varying Mixed Graphical models and mixed VAR models using L1-regularized neighborhood regression.

Author
Jonas Haslbeck
Date of publication
2016-10-20 09:38:27
Maintainer
Jonas Haslbeck <jonashaslbeck@gmail.com>
License
GPL (>= 2)
Version
1.1-7
URLs

View on CRAN

Man pages

autism_data
Autism Dataset
confusion
Confusion matrix
mgmfit
Estimation of Mixed Graphical Models
mgm-internal
Internal glmnet functions
mgm-package
Estimation of time-varying mixed graphical models and...
mgmsampler
Samples from a mixed Graphical Model
plot.rs
Visualization of bootstrapped edge weights
predict.mgm
Nodewise predictions and errors
print.mgm
Print method for mgm objects
print.rs
Print method for rs objects
rs.mgm
Stability analysis via Resampling Schemes
summary.mgm
Prints summary of an mgm object
summary.rs
Prints summary of an resampled mgm object
tv.mgmfit
Estimation of time-varying Mixed Graphical Models
tv.mgmsampler
Sampling from a time-varying mixed Graphical Model
tv_var.mgm
Estimation of time-varying mixed Autoregressive Models
var.mgm
Estimation of mixed Autoregressive Models

Files in this package

mgm
mgm/inst
mgm/inst/CITATION
mgm/src
mgm/src/mMRFSampler_Ccore.cpp
mgm/src/RcppExports.cpp
mgm/NAMESPACE
mgm/NEWS
mgm/data
mgm/data/autism_data.RData
mgm/R
mgm/R/VARreshape.R
mgm/R/tv.mgmsampler.R
mgm/R/node.est.R
mgm/R/confusion.R
mgm/R/tv.mgmfit.R
mgm/R/predict.mgm.R
mgm/R/mgmfit.R
mgm/R/var.mgm.R
mgm/R/print.mgm.R
mgm/R/startup_msg.R
mgm/R/summary.mgm.R
mgm/R/potts_parameter.R
mgm/R/RcppExports.R
mgm/R/plot.mgm.R
mgm/R/summary.rs.R
mgm/R/estimation_msg.R
mgm/R/mgmfit_core.R
mgm/R/calc.EBIC.R
mgm/R/plot.rs.R
mgm/R/print.rs.R
mgm/R/tv_var.mgm.R
mgm/R/rs.mgm.R
mgm/R/mgmsampler.R
mgm/README.md
mgm/MD5
mgm/DESCRIPTION
mgm/man
mgm/man/mgm-internal.Rd
mgm/man/plot.rs.Rd
mgm/man/rs.mgm.Rd
mgm/man/summary.rs.Rd
mgm/man/confusion.Rd
mgm/man/mgmsampler.Rd
mgm/man/var.mgm.Rd
mgm/man/print.mgm.Rd
mgm/man/summary.mgm.Rd
mgm/man/mgmfit.Rd
mgm/man/autism_data.Rd
mgm/man/predict.mgm.Rd
mgm/man/mgm-package.Rd
mgm/man/tv.mgmfit.Rd
mgm/man/tv.mgmsampler.Rd
mgm/man/print.rs.Rd
mgm/man/tv_var.mgm.Rd