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MixtureRegLTIC (version 1.0.0)

Mixture Regression Models for Left-Truncated and Interval-Censored Data

Description

Fit mixture regression models with nonsusceptibility/cure for left-truncated and interval-censored (LTIC) data (see Chen et al. (2013) ). This package also provides the nonparametric maximum likelihood estimator (NPMLE) for the survival/event curves with LTIC data.

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Version

Install

install.packages('MixtureRegLTIC')

Monthly Downloads

16

Version

1.0.0

License

GPL-2 | GPL-3

Maintainer

Yuh-Chyuan Tsay

Last Published

August 2nd, 2017

Functions in MixtureRegLTIC (1.0.0)

MixtureLogitAFT

Fit Logistic-AFT Location-Scale Mixture Regression Models
MixtureRegLTIC-package

Mixture Regression Models for Left-Truncated and Interval-Censored Data
printMixture

Print the Summary Table of Regression Results
simLTICdataA

A Generated Set with LTIC Data in Simulation Scenario (a) of Chen et al. (2013)
NPMLEsurv

Estimate Overall and Conditional Survival/Event Curve(s) Based on the NPMLE for LTIC Data
plotMmixture

Plot Survival/Event Curve(s) from the Fitted Regression Model
plotNPMLEsurv

Plot Survival/Event Curve(s) from the NPMLE
plotResidual

Estimate and Plot Empirical Distributions of Residuals in the Fitted Regression Model
simLTICdataE

A Generated Set with LTIC Data in Simulation Scenario (e) of Chen et al. (2013)