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Combining techniques for screening and evaluating interaction terms on high-dimensional time-to-event data

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Molecular data, e.g. arising from microarray technology, is often used for predicting survival probabilities of patients. For multivariate risk prediction models on such high-dimensional data, there are established techniques that combine parameter estimation and variable selection. |