Package: GGMnonreg 1.1.0
GGMnonreg: Non-Regularized Gaussian Graphical Models
Estimate non-regularized Gaussian graphical models, Ising models, and mixed graphical models. The current methods consist of multiple regression, a non-parametric bootstrap <doi:10.1080/00273171.2019.1575716>, and Fisher z transformed partial correlations <doi:10.1111/bmsp.12173>. Parameter uncertainty, predictability, and network replicability <doi:10.31234/osf.io/fb4sa> are also implemented.
Authors:
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GGMnonreg.pdf |GGMnonreg.html✨
GGMnonreg/json (API)
# Install 'GGMnonreg' in R: |
install.packages('GGMnonreg', repos = c('https://donaldrwilliams.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/donaldrwilliams/ggmnonreg/issues
- Sachs - Data: Sachs Network
- asd_ocd - Data: Autism and Obssesive Compulsive Disorder
- bfi - Data: 25 Personality items representing 5 factors
- csws - Data: Contingencies of Self-Worth Scale
- depression_anxiety_t1 - Data: Depression and Anxiety
- depression_anxiety_t2 - Data: Depression and Anxiety
- gss - Data: 1994 General Social Survey
- ifit - Data: ifit Intensive Longitudinal Data
- iri - Data: Interpersonal Reactivity Index
- ptsd - Data: Post-Traumatic Stress Disorder
- ptsd_cor1 - Cor: Post-Traumatic Stress Disorder
- ptsd_cor2 - Cor: Post-Traumatic Stress Disorder
- ptsd_cor3 - Cor: Post-Traumatic Stress Disorder
- ptsd_cor4 - Cor: Post-Traumatic Stress Disorder
- rsa - Data: Resilience Scale of Adults
- tas - Data: Toronto Alexithymia Scale
- women_math - Data: Women and Mathematics
Last updated 3 years agofrom:13a554abb7. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 11 2024 |
R-4.5-win | NOTE | Nov 11 2024 |
R-4.5-linux | NOTE | Nov 11 2024 |
R-4.4-win | NOTE | Nov 11 2024 |
R-4.4-mac | NOTE | Nov 11 2024 |
R-4.3-win | NOTE | Nov 11 2024 |
R-4.3-mac | NOTE | Nov 11 2024 |
Exports:constrainedeipenrfisher_r_to_zfisher_z_to_rgen_netget_graphggm_compareggm_inferenceggm_searchising_searchmixed_searchplot_enrpredictability
Dependencies:bestglmclicodacodetoolscolorspacecorpcorcpp11crayondoParalleldplyrfansifarverforcatsforeachgenericsGGallyGGMncvggplot2ggstatsglassoFastglmnetglueGPArotationgrpreggtablehmsisobanditeratorslabelinglatticeleapslifecyclemagrittrMASSmathjaxrMatrixmgcvmnormtmunsellnetworknlmenumDerivpatchworkpbapplypillarpkgconfigplsplyrpoibinprettyunitsprogresspsychpurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreshaperlangscalesshapesnastatnet.commonstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr