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smoothSurv (version 0.7)

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 distrbution 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

0.7

License

GPL (>= 2)

Maintainer

Arnošt Komárek

Last Published

May 30th, 2010

Functions in smoothSurv (0.7)

c2a

Work Function for 'smoothSurvReg'
hazard.smoothSurvReg

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

Smoothed Survival Regression Object
standardized logistic

Density of Standardized Logistic Distribution.
smoothSurvReg

Regression for a Survival Model with Smoothed Error Distribution
find.c

Work Function for 'smoothSurvReg'
derivative.expAD

Work Function for 'smoothSurvReg', currently nowhere used
eval.Gspline

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

Work Function to Fit the Model Using 'smoothSurvReg'
a2c

Work Function for 'smoothSurvReg'
estimTdiff

Estimate expectation of survival times and their difference from the results given by survival regression function
std.data

Standardization of the Data
residuals.smoothSurvReg

Residuals for Objects of Class 'smoothSurvReg'
piece

Left Continuous Piecewise Constant Function with a Finite Support.
extreme value

Density of the Extreme Value Distribution of a Minimum.
give.c

Work Function for 'smoothSurvReg'
MP.pseudoinv

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

Print for Objects of Class 'estimTdiff'
minPenalty

Minimize the penalty term under the two (mean and variance) constraints
derivative.cc3

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

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

More Options for 'smoothSurvReg'
fdensity.smoothSurvReg

Density for Objects of Class 'smoothSurvReg'
print.smoothSurvReg

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

Plot Objects of Class 'smoothSurvReg'