Package: collin 0.0.4
collin: Visualization the Effects of Collinearity in Distributed Lag Models and Other Linear Models
Tool to assessing whether the results of a study could be influenced by collinearity. Simulations under a given hypothesized truth regarding effects of an exposure on the outcome are used and the resulting curves of lagged effects are visualized. A user's manual is provided, which includes detailed examples (e.g. a cohort study looking for windows of vulnerability to air pollution, a time series study examining the linear association of air pollution with hospital admissions, and a time series study examining the non-linear association between temperature and mortality). The methods are described in Basagana and Barrera-Gomez (2021) <doi:10.1093/ije/dyab179>.
Authors:
collin_0.0.4.tar.gz
collin_0.0.4.zip(r-4.5)collin_0.0.4.zip(r-4.4)collin_0.0.4.zip(r-4.3)
collin_0.0.4.tgz(r-4.4-any)collin_0.0.4.tgz(r-4.3-any)
collin_0.0.4.tar.gz(r-4.5-noble)collin_0.0.4.tar.gz(r-4.4-noble)
collin_0.0.4.tgz(r-4.4-emscripten)collin_0.0.4.tgz(r-4.3-emscripten)
collin.pdf |collin.html✨
collin/json (API)
NEWS
| # Install 'collin' in R: |
| install.packages('collin', repos = c('https://jobago.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 1 years agofrom:b3131579b3. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:collindlnmlagpadsimulatedlnm
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulates effects from a distributed lag model pattern. | collindlnm |
| Function to get a vector lagged. | lagpad |
| Working memory test scores and air pollution. | mempm25 |
| Visualizes effects of collinearity in distributed lag model under an hypothetical linear effect pattern. | plot.collindlnmlinear |
| Visualize effects of collinearity in distributed lag model under an hypothetical non-linear effect pattern. | plot.collindlnmnonlinear |
| Respiratory hospital admissions and air pollution. | rhospno2 |
| simulatedllm generic. | simulatedlnm simulatedlnm.linearglm simulatedlnm.linearlme simulatedlnm.nonlinearglm |
