Survival Analysis

Overfitting Transitions

Current work with Ton Coolen (KCL) to quantify when overfitting is likely to occur in proportional hazards models.

Dimensionality Reduction

Development of methods to analyse high dimensional survival data. For more information see this publication (link).

Gaussian Process Regression for survival data

Application of multiple output Gaussian process regression to survival data with competing risks. For more information see this publication (link).

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