Learn R Programming
⚠️There's a newer version (3.8-3) of this package.Take me there.

survival (version 2.30)

Survival analysis, including penalised likelihood.

Description

survival analysis: descriptive statistics, two-sample tests, parametric accelerated failure models, Cox model. Delayed entry (truncation) allowed for all models; interval censoring for parametric models. Case-cohort designs.

Copy Link

Version

Install

install.packages('survival')

Monthly Downloads

79,447

Version

2.30

License

GPL2

Maintainer

Thomas Lumley

Last Published

December 17th, 2024

Functions in survival (2.30)

colon

Chemotherapy for Stage B/C colon cancer
bladder

Bladder Cancer Recurrences
lines.survfit

Add Lines or Points to a Survival Plot
nwtco

Data from the National Wilm's Tumor Study
cluster

Identify Clusters
as.date

Coerce Data to Dates
date.mmddyy

Format a Julian date
lung

Mayo Clinic Lung Cancer Data
predict.coxph

Predictions for Cox model
survexp.fit

Work Function to Compute Expected Survival
anova.coxph

Analysis of Deviance for Cox model.
mdy.date

Convert to Julian Dates
survdiff

Test Survival Curve Differences
heart

Stanford Heart Transplant data
pyears

Person Years
residuals.coxph

Calculate Residuals for a `coxph' Fit
tobin

Tobin's Tobit data
kidney

Kidney data from survival5
survival-internal

Internal survival functions
frailty

(Approximate) Frailty models
Surv

Create a Survival Object
clogit

Conditional logistic regression
cox.zph

Test the Proportional Hazards Assumption of a Cox Regression
ovarian

Ovarian cancer survival data
survreg.distributions

Parametric Survival Distributions
untangle.specials

Help Process the `specials' Argument of the `terms' Function.
date.mmddyyyy

Format a Julian date
survSplit

Split a survival data set at specified times
ratetable

Ratetable reference in formula
coxph.detail

Details of a Cox Model Fit
date.ddmmmyy

Format a Julian date
summary.survfit

Summary of a Survival Curve
survreg.object

Parametric Survival Model Object
ridge

Ridge regression
survobrien

O'Brien's Test for Association of a Single Variable with Survival
date.object

Date Objects
veteran

Veterans' Administration Lung Cancer study
coxph.object

Proportional Hazards Regression Object
coxph

Fit Proportional Hazards Regression Model
tcut

Factors for person-year calculations
rats

Rat data from survival5
plot.cox.zph

Graphical Test of Proportional Hazards
survexp

Compute Expected Survival
ratetables

Census Data Sets for the Expected Survival and Person Years Functions
cch

Fits proportional hazards regression model to case-cohort data
survfit.object

Survival Curve Object
survfit

Compute a Survival Curve for Censored Data
is.ratetable

Verify that an Object is of Class `ratetable'
predict.survreg

Predicted Values for a `survreg' Object
pbc

Mayo Clinic Primary Biliary Cirrhosis Data
attrassign

Create new-style "assign" attribute
survreg.old

Old (survival4) Regression for a parametric survival model
date.mdy

Convert from Julian Dates to Month, Day, and Year
survreg.control

Package options for survreg and coxph
survreg

Regression for a Parametric Survival Model
aml

Acute Myelogenous Leukemia survival data
pspline

Penalised smoothing splines
residuals.survreg

Compute Residuals for `survreg' Objects
stanford2

More Stanford Heart Transplant data
plot.survfit

Plot Method for `survfit'
print.survfit

Print a Short Summary of a Survival Curve
strata

Identify Stratum Variables