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casebase
View on CRAN: Click
here
Download and install casebase package within the R console
Install from CRAN:
install.packages("casebase")
Install from Github:
library("remotes")
install_github("cran/casebase")
Install by package version:
library("remotes")
install_version("casebase", "0.10.5")
Attach the package and use:
library("casebase")
Maintained by
Sahir Bhatnagar
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-29
Latest Update: 2022-11-16
Description:
Fit flexible and fully parametric hazard regression models to survival data with single event type or multiple
competing causes via logistic and multinomial regression. Our formulation allows for arbitrary functional forms
of time and its interactions with other predictors for time-dependent hazards and hazard ratios. From the
fitted hazard model, we provide functions to readily calculate and plot cumulative incidence and survival
curves for a given covariate profile. This approach accommodates any log-linear hazard function of
prognostic time, treatment, and covariates, and readily allows for non-proportionality. We also provide
a plot method for visualizing incidence density via population time plots. Based on the case-base sampling
approach of Hanley and Miettinen (2009) , Saarela and Arjas (2015) ,
and Saarela (2015) .
How to cite:
Sahir Bhatnagar (2017). casebase: Fitting Flexible Smooth-in-Time Hazards and Risk Functions via Logistic and Multinomial Regression. R package version 0.10.5, https://cran.r-project.org/web/packages/casebase
Previous versions and publish date:
Other packages that cited casebase R package
View casebase citation profile
Other R packages that casebase depends,
imports, suggests or enhances
Functions, R codes and Examples using
the casebase R package
Some associated functions: CompRisk-class . ERSPC . absoluteRisk . bmtcrr . brcancer . checkArgsEventIndicator . confint.absRiskCB . eprchd . fitSmoothHazard . hazardPlot . plot.singleEventCB . popTime . sampleCaseBase . simdat . support .
Some associated R codes: absoluteRisk-cr.R . absoluteRisk.R . confint.R . data.R . estimate_hazard.R . fitting.R . hazardPlot.R . methods.R . plotHazardRatio.R . plot_methods.R . popTime.R . sampling.R . utils.R . zzz.R . Full casebase package functions and examples
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