Copula-Based Regression Models for Bivariate Censored Data

Copula-based regression models for bivariate censored data, including bivariate right-censored data and bivariate interval-censored data. Currently supports Clayton, Gumbel, Frank, Joe, AMH and Copula2 copula models. For marginal models, it supports parametric (Weibull, Loglogistic, Gompertz) and semiparametric (Cox and transformation) models. Includes methods for convenient prediction and plotting. Also provides a bivariate time-to-event simulation function. Method details can be found in Sun et.al. (2018) < doi:10.1007/s10985-018-09459-5> and Sun et.al (2019) .


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install.packages("CopulaCenR")

1.1.2 by Tao Sun, 2 months ago


Browse source code at https://github.com/cran/CopulaCenR


Authors: Tao Sun , Ying Ding


Documentation:   PDF Manual  


GPL (>= 3) license


Imports caret, copula, corpcor, flexsurv, icenReg, magrittr, plotly, pracma, survival


See at CRAN