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smoothSurv (version 1.2.1)

Survival Regression with Smoothed Error Distribution

Description

This package contains primarily a function to fit a regression model with possibly right, left or interval censored observations and with the error distribution expressed as a mixture of G-splines. Core part of the computation is done in compiled C++ written using the Scythe Statistical Libary Version 0.3.

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Version

Install

install.packages('smoothSurv')

Monthly Downloads

259

Version

1.2.1

License

GPL (>= 2)

Maintainer

Arnošt Komárek

Last Published

March 29th, 2013

Functions in smoothSurv (1.2.1)

extreme value

Density of the Extreme Value Distribution of a Minimum.
hazard.smoothSurvReg

Hazard Curves for Objects of Class 'smoothSurvReg'
smoothSurvReg.control

More Options for 'smoothSurvReg'
std.data

Standardization of the Data
smoothSurvReg

Regression for a Survival Model with Smoothed Error Distribution
derivative.expAD

Work Function for 'smoothSurvReg', currently nowhere used
residuals.smoothSurvReg

Residuals for Objects of Class 'smoothSurvReg'
find.c

Work Function for 'smoothSurvReg'
print.estimTdiff

Print for Objects of Class 'estimTdiff'
MP.pseudoinv

Work Function for 'smoothSurvReg', currently nowhere used.
estimTdiff

Estimate expectation of survival times and their difference from the results given by survival regression function
c2a

Work Function for 'smoothSurvReg'
standardized logistic

Density of Standardized Logistic Distribution.
eval.Gspline

Evaluate a G-spline in a grid of values
fdensity.smoothSurvReg

Density for Objects of Class 'smoothSurvReg'
piece

Left Continuous Piecewise Constant Function with a Finite Support.
give.c

Work Function for 'smoothSurvReg'
smoothSurvReg.fit

Work Function to Fit the Model Using 'smoothSurvReg'
minPenalty

Minimize the penalty term under the two (mean and variance) constraints
smoothSurvReg.object

Smoothed Survival Regression Object
print.smoothSurvReg

Summary and Print for Objects of Class 'smoothSurvReg'
plot.smoothSurvReg

Plot Objects of Class 'smoothSurvReg'
a2c

Work Function for 'smoothSurvReg'
survfit.smoothSurvReg

Survivor Curves for Objects of Class 'smoothSurvReg'
derivative.cc3

Work Function for 'smoothSurvReg', currently nowhere used