reda: Recurrent Event Data Analysis

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Functions that fit gamma frailty model with spline or piecewise constant baseline rate function for recurrent event data, compute and plot parametric mean cumulative function (MCF) from a fitted model as well as nonparametric sample MCF (Nelson-Aalen estimator) are provided. Most functions are S4 methods that produce S4 class objects.

Author
Wenjie Wang [aut, cre], Haoda Fu [aut], Jun Yan [ctb]
Date of publication
2016-11-26 17:31:26
Maintainer
Wenjie Wang <wenjie.2.wang@uconn.edu>
License
GPL (>= 3)
Version
0.3.0
URLs

View on CRAN

Man pages

AIC-rateReg-method
Akaike Information Criterion (AIC)
baseRate
Estimated Coefficients of Baseline Rate Function
BIC-rateReg-method
Bayesian Information Criterion (BIC)
coef-rateReg-method
Estimated Coefficients of Covariates
confint-rateReg-method
Confidence Intervals for Covariate Coefficients
mcf
Mean Cumulative Function (MCF)
plotMcf-method
Plot Mean Cumulative Function (MCF)
rateReg
Recurrent Events Regression Based on Counts and Rate Function
rateReg-class
An S4 Class to Represent a Fitted Model
rateRegMcf-class
An S4 Class to Respresent Estimated MCF from a Fitted Model
reda-package
Recurrent Event Data Analysis
sampleMcf-class
An S4 Class to Represent Sample MCF
show-method
Show an object.
simuDat
Simulated Sample Dataset for Demonstration
summaryRateReg-class
An S4 Class to Represent Summary of a Fitted Model
summary-rateReg-method
Summarizing a Fitted Model
Survr
Formula Response for Recurrent Event Data
valveSeats
Valve Seats Dataset

Files in this package

reda
reda/inst
reda/inst/CITATION
reda/inst/bib
reda/inst/bib/reda-intro.bib
reda/inst/doc
reda/inst/doc/reda-intro.R
reda/inst/doc/reda-intro.Rmd
reda/inst/doc/reda-intro.html
reda/NAMESPACE
reda/NEWS.md
reda/data
reda/data/valveSeats.RData
reda/data/simuDat.RData
reda/R
reda/R/reda.R
reda/R/dataCheck.R
reda/R/plot.R
reda/R/aic.R
reda/R/show.R
reda/R/data.R
reda/R/coef.R
reda/R/mcf.R
reda/R/fit.R
reda/R/summary.R
reda/R/baseline.R
reda/R/class.R
reda/vignettes
reda/vignettes/reda-intro.Rmd
reda/README.md
reda/MD5
reda/build
reda/build/vignette.rds
reda/DESCRIPTION
reda/man
reda/man/coef-rateReg-method.Rd
reda/man/rateRegMcf-class.Rd
reda/man/baseRate.Rd
reda/man/rateReg-class.Rd
reda/man/plotMcf-method.Rd
reda/man/confint-rateReg-method.Rd
reda/man/summary-rateReg-method.Rd
reda/man/valveSeats.Rd
reda/man/Survr.Rd
reda/man/reda-package.Rd
reda/man/BIC-rateReg-method.Rd
reda/man/mcf.Rd
reda/man/AIC-rateReg-method.Rd
reda/man/show-method.Rd
reda/man/sampleMcf-class.Rd
reda/man/simuDat.Rd
reda/man/summaryRateReg-class.Rd
reda/man/rateReg.Rd