MixtureRegLTIC-package: Mixture Regression Models for Left-Truncated and...

In MixtureRegLTIC: 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) <doi:10.1002/sim.5845>). This package also provides the nonparametric maximum likelihood estimator (NPMLE) for the survival/event curves with LTIC data.

Details

Package:	MixtureRegLTIC
Type:	Package
Version:	1.0.0
Date:	2017-08-02
Depends:	R (>= 3.3.1)
License:	GPL-2|GPL-3
Encoding:	UTF-8
LazyData:	yes

Author(s)

Yuh-Chyuan Tsay, Chen-Hsin Chen, Ya-Chi Wu, Cheng-Fang Horng
Maintainer: Yuh-Chyuan Tsay <[e-mail]>

References

Chen CH, Tsay YC, Wu YC and Horng CF. Logistic-AFT location-scale mixture regression models with nonsusceptibility for left-truncated and general interval-censored data. Statistics in Medicine, 2013; 32:4285<e2><80><93>4305.

Frydman H. A note on nonparametric estimation of the distribution function from interval-censored and truncated observations. Journal of the Royal Statistical Society, Series B, 1994; 56:71<e2><80><93>74.

Moore RJ. Algorithm AS. 187: derivatives of the incomplete gamma integral. Applied Statistics - Journal of the Royal Statistical Society, Series C, 1982; 31:330<e2><80><93>333.

Turnbull BW. The empirical distribution function with arbitrarily grouped, censored and truncated data. Journal of the Royal Statistical Society, Series B, 1976; 38:290<e2><80><93>295.

MixtureRegLTIC documentation built on May 1, 2019, 9:21 p.m.