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-4.5)FEprovideR_1.1.zip(r-4.4)FEprovideR_1.1.zip(r-4.3)
FEprovideR_1.1.tgz(r-4.4-any)FEprovideR_1.1.tgz(r-4.3-any)
FEprovideR_1.1.tar.gz(r-4.5-noble)FEprovideR_1.1.tar.gz(r-4.4-noble)
FEprovideR_1.1.tgz(r-4.4-emscripten)FEprovideR_1.1.tgz(r-4.3-emscripten)
FEprovideR.pdf |FEprovideR.html✨
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 5 years agofrom:36d01cf8e5. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 08 2024 |
R-4.5-win | OK | Nov 08 2024 |
R-4.5-linux | OK | Nov 08 2024 |
R-4.4-win | OK | Nov 08 2024 |
R-4.4-mac | OK | Nov 08 2024 |
R-4.3-win | OK | Nov 08 2024 |
R-4.3-mac | OK | Nov 08 2024 |
Exports:confint.fe.provfe.data.prepfe.provfunnel.SRRtest.fe.prov
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpoibinR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
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 |