Package: Temporal 0.3.0.3

Temporal: Parametric Time to Event Analysis

Performs maximum likelihood based estimation and inference on time to event data, possibly subject to non-informative right censoring. FitParaSurv() provides maximum likelihood estimates of model parameters and distributional characteristics, including the mean, median, variance, and restricted mean. CompParaSurv() compares the mean, median, and restricted mean survival experiences of two treatment groups. Candidate distributions include the exponential, gamma, generalized gamma, log-normal, and Weibull.

Authors:Zachary McCaw [aut, cre]

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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
Temporal/json (API)

# Install 'Temporal' in R:

install.packages('Temporal', repos = c('https://zrmacc.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zrmacc/temporal/issues

On CRAN:

survival-analysis

6.37 score 3 stars 1 packages 43 scripts 204 downloads 6 mentions 7 exports 22 dependencies

Last updated from:951da306a6. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	138
source / vignettes	OK	169
linux-release-x86_64	OK	122
macos-release-arm64	OK	156
macos-oldrel-arm64	OK	236
windows-devel	OK	94
windows-release	OK	107
windows-oldrel	OK	97
wasm-release	OK	95

Exports:CompParaSurv FitParaSurv GenData NewtonRaphson ParaRMST SurvFunc SurvLogLik

Dependencies:cli cpp11 dplyr expint generics glue lifecycle magrittr numDeriv pillar pkgconfig purrr R6 rlang stringi stringr tibble tidyr tidyselect utf8 vctrs withr

Parametric Survival Analysis

Rendered fromTemporal.Rmdusingknitr::rmarkdown

Last update: 2026-02-26
Started: 2018-08-18

Help page	Topics
Check Arm	CheckArm
Check Distribution	CheckDist
Check Initialization	CheckInit
Status Check	CheckStatus
Check Theta	CheckTheta
Compare Parametric Survival Distribution	CompParaSurv
Contrast of Survival Distributions.	contrast-class
Contrast Locations	ContrastLocs
Contrast RMSTs	ContrastRMSTs
Set Default Parameters	DefaultParam
Distributions	DistProperName
Difference of Estimates	EstDiff
Ratio of Estimates	EstRatio
Extract Observed Estimates	ExtractObsEst
Fitted Survival Distribution	fit-class
Exponential Distribution Parameter Estimation	FitExp
Gamma Distribution Parameter Estimation	FitGamma
Gamma Parameter Estimation without Censoring	FitGammaComplete
Generalized Gamma Distribution Parameter Estimation	FitGenGamma
Generalized Gamma Parameter Estimation without Censoring	FitGenGammaComplete
Log-Normal Distribution Parameter Estimation	FitLogNormal
Log-Normal Parameter Estimation without Censoring	FitLogNormComplete
Fit Parametric Survival Distribution	FitParaSurv
Weibull Distribution Parameter Estimation	FitWeibull
Gamma Observed Information	GammaInfo
Gamma Profile Score for Shape	GammaScore
Data Generation with Censoring	GenData
Generalized Gamma Observed Information	GenGammaObsInfo
Generalized Gamma Profile Log Likelihood	GenGammaProfileLogLik
Generalized Gamma Rate MLE	GenGammaRate
Generalized Gamma Score Equation	GenGammaScore
Generalized Gamma Shape MLE	GenGammaShape
Log-Normal Observed Information	LogNormInfo
Log-Normal Score Equation	LogNormScore
Newton Raphson Estimation	NewtonRaphson
Newton Raphson Update Iteration	NRUpdate
Restricted Mean Survival Time	ParaRMST
Permutation P Value	PermP
Print Method for a Contrast of Survival Distributions.	print.contrast
Print Method for Fitted Survival Distributions	print.fit
Quadratic Form	QF
Quantile Function for the Weibull Distribution	qWeibull
Simulation from the Gamma Distribution	rGamma
Simulation from the Generalized Gamma Distribution	rGenGamma
Simulation from the Log-Normal Distribution	rLogNormal
Round Data Frames	RoundDF
Simulation from the Weibull Distribution	rWeibull
Show Method for a Contrast of Survival Distributions.	show,contrast-method
Show Method for Fitted Survival Distributions	fit-method show,fit-method
Survival Functions	SurvFunc
Log Likelihood	SurvLogLik
Covariance Matrix of Estimated Parameters	vcov.fit
Weibull Information Matrix.	WeiInfo
Weibull Initialization.	WeiInit
Weibull Rate MLE	WeiRate
Weibull Profile Score for Shape	WeiScore

Package: Temporal 0.3.0.3

Temporal: Parametric Time to Event Analysis

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