mixPHM-package: Mixtures of proportional hazard models
In mixPHM: Mixtures of Proportional Hazard Models
Description
Details
Author(s)
References
Description
This package fits multiple variable mixtures of various parametric proportional hazard models using the EM-Algorithm.
Proportionality restrictions can be imposed on the latent groups and/or on the variables.
Several survival distributions can be specified. Missing and censored values are allowed. Independence is assumed over the single variables.
Details
Package: mixPHM
Type: Package
Version: 0.7-2
Date: 2015-07-23
License: GPL-2
Author(s)
Patrick Mair, Marcus Hudec
Maintainer: Patrick Mair <mair@fas.harvard.edu>
References
Mair, P., and Hudec, M. (2009). Multivariate Weibull mixtures with proportional hazard
restrictions for dwell time based session clustering with incomplete data. Journal of
the Royal Statistical Society, Series C (Applied Statistics), 58(5), 619-639.
Kalbfleisch, J.D., and Prentice, R.L. (1980). The statistical analysis of failure
time data. New York: Wiley.
Celaux, G., and Govaert, G. (1992). A classification EM algorithm for clustering and
two stochastic versions. Computational Statistics and Data Analysis, 14, 315-332.
mixPHM documentation built on May 2, 2019, 8:16 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Details Author(s) References
Description
This package fits multiple variable mixtures of various parametric proportional hazard models using the EM-Algorithm. Proportionality restrictions can be imposed on the latent groups and/or on the variables. Several survival distributions can be specified. Missing and censored values are allowed. Independence is assumed over the single variables.
Details
| Package: | mixPHM |
| Type: | Package |
| Version: | 0.7-2 |
| Date: | 2015-07-23 |
| License: | GPL-2 |
Author(s)
Patrick Mair, Marcus Hudec
Maintainer: Patrick Mair <mair@fas.harvard.edu>
References
Mair, P., and Hudec, M. (2009). Multivariate Weibull mixtures with proportional hazard restrictions for dwell time based session clustering with incomplete data. Journal of the Royal Statistical Society, Series C (Applied Statistics), 58(5), 619-639.
Kalbfleisch, J.D., and Prentice, R.L. (1980). The statistical analysis of failure time data. New York: Wiley.
Celaux, G., and Govaert, G. (1992). A classification EM algorithm for clustering and two stochastic versions. Computational Statistics and Data Analysis, 14, 315-332.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.