Package: CIS.DGLM 0.1.0
CIS.DGLM: Covariates, Interaction, and Selection for DGLM
An implementation of double generalized linear model (DGLM) building with variable selection procedures and handling of interaction terms and other complex situations. We also provide a method of handling convergence issues within the dglm() function. The package offers a simulation function for generating simulated data for testing purposes and utilizes the forward stepwise variable selection procedure in model-building. It also provides a new custom bootstrap function for mean and standard deviation estimation and functions for building crossplots and squareplots from a data set.
Authors:
CIS.DGLM_0.1.0.tar.gz
CIS.DGLM_0.1.0.zip(r-4.5)CIS.DGLM_0.1.0.zip(r-4.4)CIS.DGLM_0.1.0.zip(r-4.3)
CIS.DGLM_0.1.0.tgz(r-4.4-any)CIS.DGLM_0.1.0.tgz(r-4.3-any)
CIS.DGLM_0.1.0.tar.gz(r-4.5-noble)CIS.DGLM_0.1.0.tar.gz(r-4.4-noble)
CIS.DGLM_0.1.0.tgz(r-4.4-emscripten)CIS.DGLM_0.1.0.tgz(r-4.3-emscripten)
CIS.DGLM.pdf |CIS.DGLM.html✨
CIS.DGLM/json (API)
| # Install 'CIS.DGLM' in R: |
| install.packages('CIS.DGLM', repos = c('https://wangyuncw.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:38f6e2d8ca. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 01 2024 |
| R-4.5-win | NOTE | Nov 01 2024 |
| R-4.5-linux | NOTE | Nov 01 2024 |
| R-4.4-win | NOTE | Nov 01 2024 |
| R-4.4-mac | NOTE | Nov 01 2024 |
| R-4.3-win | NOTE | Nov 01 2024 |
| R-4.3-mac | NOTE | Nov 01 2024 |
Exports:bootstrapdraw.crossplotsdraw.squareplotsforward.sel.dglmforward.sel.dglm.realmean_stresssd.stresssimu.inter.dat.interboth
Dependencies:clicolorspacedglmdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalesstatmodtibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bootstrap | bootstrap |
| Draw Crossplots | draw.crossplots |
| Draw Square Plots | draw.squareplots |
| Forward Stepwise Selection for Simulated Data | forward.sel.dglm |
| Forward Stepwise Selection for Real Data | forward.sel.dglm.real |
| Mean Stress | mean_stress |
| Standard Deviation Stress | sd.stress |
| Simulated Data with DGLM model | simu.inter.dat.interboth |
