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.
| 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 |
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<U+2013>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<U+2013>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<U+2013>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<U+2013>295.