Package: erglm 0.2.0
erglm: Exposure-Response Tools for GLM-Based Models
Provides estimation tools for exposure-response models based on glm(): model fitting and prediction, stepwise covariate modelling, and simulation-based visual predictive checks. Tested and supported for binomial, Poisson, Gaussian, and gamma families. For a model-agnostic mini-language to visualise exposure-response models (including those fitted with 'erglm'), see the companion package 'erplots'.
Authors:
erglm_0.2.0.tar.gz
erglm_0.2.0.zip(r-4.7-any)erglm_0.2.0.zip(r-4.6-any)erglm_0.2.0.zip(r-4.5-any)
erglm_0.2.0.tgz(r-4.6-any)erglm_0.2.0.tgz(r-4.5-any)
erglm_0.2.0.tar.gz(r-4.7-any)erglm_0.2.0.tar.gz(r-4.6-any)
erglm_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
erglm/json (API)
| # Install 'erglm' in R: |
| install.packages('erglm', repos = c('https://djnavarro.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/djnavarro/erglm/issues
Pkgdown/docs site:https://erglm.djnavarro.net
- erglm_data - Sample simulated data for exposure-response models with covariates
Last updated from:4e827503e9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 142 | ||
| source / vignettes | OK | 229 | ||
| linux-release | OK | 144 | ||
| macos-release | OK | 103 | ||
| macos-oldrel | OK | 79 | ||
| windows-devel | OK | 125 | ||
| windows-release | OK | 67 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 107 |
Exports:erglm_add_termerglm_funerglm_invlinkerglm_linkerglm_modelerglm_predicterglm_remove_termerglm_scm_backwarderglm_scm_forwarderglm_scm_history
Dependencies:mvtnorm
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Sample simulated data for exposure-response models with covariates | erglm_data |
| Prediction function for an exposure-response model | erglm_fun |
| Link and inverse-link functions for a fitted model | erglm_invlink erglm_link |
| Fit an exposure-response model based on 'glm()' | erglm_model |
| Predictions and confidence intervals for exposure-response models | erglm_predict |
| Stepwise covariate modelling for exposure-response models | erglm_scm erglm_scm_backward erglm_scm_forward erglm_scm_history |
| Add or remove a covariate term from an exposure-response model | erglm_add_term erglm_remove_term erglm_term |
| Simulate responses from an exposure-response model | simulate.erglm_model |