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Provides some tools for developing and validating prediction models, estimate expected survival of patients and visualize them graphically. Most of the implemented methods are based on penalized regressions such as: the lasso (Tibshirani R (1996)), the elastic net (Zou H et al. (2005) doi:10.1111/j.1467-9868.2005.00503.x), the adaptive lasso (Zou H (2006) doi:10.1198/016214506000000735), the stability selection (Meinshausen N et al. (2010) doi:10.1111/j.1467-9868.2010.00740.x), some extensions of the lasso (Ternes et al. (2016) doi:10.1002/sim.6927), some methods for the interaction setting (Ternes N et al. (2016) doi:10.1002/bimj.201500234), or others. A function generating simulated survival data set is also provided.
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