Package: bdlim 0.5.0

bdlim: Bayesian Distributed Lag Interaction Models
Estimation and interpretation of Bayesian distributed lag interaction models (BDLIMs). A BDLIM regresses a scalar outcome on repeated measures of exposure and allows for modification by a categorical variable under four specific patterns of modification. The main function is bdlim(). There are also summary and plotting files. Details on methodology are described in Wilson et al. (2017) <doi:10.1093/biostatistics/kxx002>.
Authors:
bdlim_0.5.0.tar.gz
bdlim_0.5.0.zip(r-4.7-any)bdlim_0.5.0.zip(r-4.6-any)bdlim_0.5.0.zip(r-4.5-any)
bdlim_0.5.0.tgz(r-4.6-any)bdlim_0.5.0.tgz(r-4.5-any)
bdlim_0.5.0.tar.gz(r-4.7-any)bdlim_0.5.0.tar.gz(r-4.6-any)
bdlim_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bdlim/json (API)
| # Install 'bdlim' in R: |
| install.packages('bdlim', repos = c('https://anderwilson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/anderwilson/bdlim/issues
Pkgdown/docs site:https://anderwilson.github.io
- sbd_bdlim - Simulated Birth Data
Last updated from:418796c6fa. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 120 | ||
| source / vignettes | OK | 139 | ||
| linux-release | OK | 110 | ||
| macos-release | OK | 161 | ||
| macos-oldrel | OK | 161 | ||
| windows-devel | OK | 78 | ||
| windows-release | OK | 81 | ||
| windows-oldrel | OK | 77 | ||
| wasm-release | OK | 95 |
Exports:bdlim1bdlim1_logisticbdlim4getwmakebasismodelcompare
Dependencies:BayesLogitclicpp11farverggplot2gluegtableisobandlabelingLaplacesDemonlifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit the BDLIM model with 1 pattern of modification | bdlim1 |
| Fit the BDLIM model with 1 pattern of modification with logistic regression | bdlim1_logistic |
| Fit the BDLIM model with all 4 patterns of modification | bdlim4 |
| Get weight function | getw |
| Make orthonomal basis for weight functions | makebasis |
| Model comparison for bdlim objects | modelcompare |
| Plot for Summary of BDLIM (summary.bdlim1 version) | plot.summary.bdlim1 |
| Plot for Summary of BDLIM | plot.summary.bdlim4 |
| Print Results | print.bdlim1 |
| Print Results | print.bdlim4 |
| Print Summary of bdlim4 | print.summary.bdlim4 |
| Simulated Birth Data | sbd_bdlim |
| Summary for bdlim1 | summary.bdlim1 |
| Summary for bdlim4 | summary.bdlim4 |