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Spike-and-slab type variable selection in the Cox proportional hazards model for high-dimensional features

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In this paper, we develop a variable selection framework with the spike-and-slab prior distribution via the hazard function of the Cox model. Specifically, we consider the transformation of the sco... Click to show full abstract

In this paper, we develop a variable selection framework with the spike-and-slab prior distribution via the hazard function of the Cox model. Specifically, we consider the transformation of the sco...

Keywords: type variable; spike slab; selection cox; variable selection; slab type

Journal Title: Journal of Applied Statistics
Year Published: 2021

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