46 citations · 107 across the 8 of their papers we have counts for
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stat.ME2021★ 2 cited
Change-point Detection for Piecewise Exponential Models
Philip Cooney, Arthur White
In decision modelling with time to event data, parametric models are often used to extrapolate the survivor function. One such model is the piecewise exponential model whereby the…
stat.AP2021★ 1 cited
Utilizing Expert Opinion to inform Extrapolation of Survival Models
Philip Cooney, Arthur White
In decision modelling with time to event data, there are a variety of parametric models which could be used to extrapolate the survivor function. Each of these implies a different…
stat.ML2021
Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect
Alessio Benavoli, Jason Wyse, Arthur White
We present a two-stage Metropolis-Hastings algorithm for sampling probabilistic models, whose log-likelihood is computationally expensive to evaluate, by using a surrogate Gaussian…