Package: IRCcheck 1.0.0
IRCcheck: Irrepresentable Condition Check
Check the irrepresentable condition (IRC) in both L1-regularized regression <doi:10.1109/TIT.2006.883611> and Gaussian graphical models. The IRC requires that the important and unimportant variables are not correlated, at least not all that much, and it is necessary for consistent model selection. Exploring the IRC as a function of the number of variables, assumed sparsity, and effect size can provide valuable insights into the model selection properties of L1-regularization.
Authors:
IRCcheck_1.0.0.tar.gz
IRCcheck_1.0.0.zip(r-4.5)IRCcheck_1.0.0.zip(r-4.4)IRCcheck_1.0.0.zip(r-4.3)
IRCcheck_1.0.0.tgz(r-4.4-any)IRCcheck_1.0.0.tgz(r-4.3-any)
IRCcheck_1.0.0.tar.gz(r-4.5-noble)IRCcheck_1.0.0.tar.gz(r-4.4-noble)
IRCcheck_1.0.0.tgz(r-4.4-emscripten)IRCcheck_1.0.0.tgz(r-4.3-emscripten)
IRCcheck.pdf |IRCcheck.html✨
IRCcheck/json (API)
| # Install 'IRCcheck' in R: |
| install.packages('IRCcheck', repos = c('https://donaldrwilliams.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/donaldrwilliams/irccheck/issues
Last updated 4 years agofrom:0dcfe6d3af. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win | NOTE | Nov 22 2024 |
| R-4.5-linux | NOTE | Nov 22 2024 |
| R-4.4-win | NOTE | Nov 22 2024 |
| R-4.4-mac | NOTE | Nov 22 2024 |
| R-4.3-win | NOTE | Nov 22 2024 |
| R-4.3-mac | NOTE | Nov 22 2024 |
Exports:constrainedgen_netirc_ggmirc_regressionsymm_mat
Dependencies:clicodacodetoolscolorspacecorpcorcpp11crayondplyrfansifarverforcatsforeachgenericsGGallyGGMncvggplot2ggstatsglassoFastglmnetgluegtablehmsisobanditeratorslabelinglatticelifecyclemagrittrMASSmathjaxrMatrixmgcvmunsellnetworknlmenumDerivpatchworkpbapplypillarpkgconfigplyrprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreshaperlangscalesshapesnastatnet.commonstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| IRCcheck: Irrepresentable Condition Check | IRCcheck-package |
| Constrained Precision Matrix | constrained |
| Generate True Partial Correlation Matrix | gen_net |
| Irrepresentable Condition: Gaussian Graphical Model | irc_ggm |
| Irrepresentable Condition: Regression | irc_regression |
| Symmetric Matrix Copy the upper triangular of a matrix into the lower triangular portion of the matrix. | symm_mat |
