Package: FEprovideR 1.1
FEprovideR: Fixed Effects Logistic Model with High-Dimensional Parameters
A structured profile likelihood algorithm for the logistic fixed effects model and an approximate expectation maximization (EM) algorithm for the logistic mixed effects model. Based on He, K., Kalbfleisch, J.D., Li, Y. and Li, Y. (2013) <doi:10.1007/s10985-013-9264-6>.
Authors:
FEprovideR_1.1.tar.gz
FEprovideR_1.1.zip(r-4.7)FEprovideR_1.1.zip(r-4.6)FEprovideR_1.1.zip(r-4.5)
FEprovideR_1.1.tgz(r-4.6-any)FEprovideR_1.1.tgz(r-4.5-any)
FEprovideR_1.1.tar.gz(r-4.7-any)FEprovideR_1.1.tar.gz(r-4.6-any)
FEprovideR_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
FEprovideR/json (API)
| # Install 'FEprovideR' in R: |
| install.packages('FEprovideR', repos = c('https://umich-biostatistics.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/umich-biostatistics/feprovider/issues
- hospital - Simulated readmissions data for 500 hospitals
- hospital_prepared - Prepared version of simulated readmissions data for 500 hospitals
Last updated from:36d01cf8e5. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 138 | ||
| source / vignettes | OK | 214 | ||
| linux-release-x86_64 | OK | 137 | ||
| macos-release-arm64 | OK | 120 | ||
| macos-oldrel-arm64 | OK | 113 | ||
| windows-devel | OK | 98 | ||
| windows-release | OK | 93 | ||
| windows-oldrel | OK | 102 | ||
| wasm-release | OK | 109 |
Exports:confint.fe.provfe.data.prepfe.provfunnel.SRRtest.fe.prov
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglatticelifecycleMatrixpoibinR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compute confidence intervals for fitted model | confint.fe.prov |
| Prepares data for model fitting (fe.prov) | fe.data.prep |
| Fit logistic fixed-effect model with high-dimensional predictors | fe.prov |
| Funnel plot for SRR (standardized readmission ratios) | funnel.SRR |
| Simulated readmissions data for 500 hospitals | hospital |
| Prepared version of simulated readmissions data for 500 hospitals | hospital_prepared |
| Hypothesis tests for fe.prov model object | test.fe.prov |
