Package: timeEL 0.9.1
timeEL: Time to Event Analysis via Empirical Likelihood Inference
Computation of t-year survival probabilities and t-year risks with right censored survival data. The Kaplan-Meier estimator is used to provide estimates for data without competing risks and the Aalen-Johansen estimator is used when there are competing risks. Confidence intervals and p-values are obtained using either usual Wald-type inference or empirical likelihood inference, as described in Thomas and Grunkemeier (1975) <doi:10.1080/01621459.1975.10480315> and Blanche (2020) <doi:10.1007/s10985-018-09458-6>. Functions for both one-sample and two-sample inference are provided. Unlike Wald-type inference, empirical likelihood inference always leads to consistent conclusions, in terms of statistical significance, when comparing two risks (or survival probabilities) via either a ratio or a difference.
Authors:
timeEL_0.9.1.tar.gz
timeEL_0.9.1.zip(r-4.5)timeEL_0.9.1.zip(r-4.4)timeEL_0.9.1.zip(r-4.3)
timeEL_0.9.1.tgz(r-4.4-any)timeEL_0.9.1.tgz(r-4.3-any)
timeEL_0.9.1.tar.gz(r-4.5-noble)timeEL_0.9.1.tar.gz(r-4.4-noble)
timeEL_0.9.1.tgz(r-4.4-emscripten)timeEL_0.9.1.tgz(r-4.3-emscripten)
timeEL.pdf |timeEL.html✨
timeEL/json (API)
| # Install 'timeEL' in R: |
| install.packages('timeEL', repos = c('https://paulowhite.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/paulowhite/timeel/issues
Last updated 3 months agofrom:5d2c887de0. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 19 2024 |
| R-4.5-win | OK | Nov 19 2024 |
| R-4.5-linux | OK | Nov 19 2024 |
| R-4.4-win | OK | Nov 19 2024 |
| R-4.4-mac | OK | Nov 19 2024 |
| R-4.3-win | OK | Nov 19 2024 |
| R-4.3-mac | OK | Nov 19 2024 |
Exports:AalenJohansenKaplanMeierTwoSampleAalenJohansenTwoSampleKaplanMeier
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Risk estimate using the Aalen-Johansen method | AalenJohansen |
| Bone Marrow Transplant Registry | BMTplat |
| Bone Marrow Transplant Registry | BMTtcell |
| Acute Leukemia data from Freireich et al (1963) | Freireich |
| Risk and survival probability estimates using the Kaplan-Meier method | KaplanMeier |
| Melanoma competing risks data | melanoma5 |
| Print function for object of class 'AalenJohansen' | print.AalenJohansen |
| Print function for object of class 'KaplanMeier' | print.KaplanMeier |
| Print function for object of class 'TwoSampleAalenJohansen' | print.TwoSampleAalenJohansen |
| Print function for object of class 'TwoSampleKaplanMeier' | print.TwoSampleKaplanMeier |
| Simulated competing risks data | SimA100 |
| Risk difference and ratio using the Aalen-Johansen method | TwoSampleAalenJohansen |
| Risk difference and risk ratio using the Kaplan-Meier method | TwoSampleKaplanMeier |
