1 citations · 2 across the 4 of their papers we have counts for
4 papers
Estimating the EVSI with Gaussian Approximations and Spline-Based Series Methods
Linke Li, Hawre Jalal, Anna Heath
Background. The Expected Value of Sample Information (EVSI) measures the expected benefits that could be obtained by collecting additional data. Estimating EVSI using the tradition…
A Nonparametric Approach for Estimating the Effective Sample Size in Gaussian Approximation of Expected Value of Sample Information
Linke Li, Hawre Jalal, Anna Heath
The effective sample size (ESS) measures the informational value of a probability distribution in terms of an equivalent number of study participants. The ESS plays a crucial role…
Designing a Bayesian adaptive clinical trial to evaluate novel mechanical ventilation strategies in acute respiratory failure using Integrated Nested Laplace Approximations
Reyhaneh Hosseini, Ziming Chen, Ewan Goligher +7
Background: We aimed to design a Bayesian adaption trial through extensive simulations to determine values for key design parameters, demonstrate error rates, and establish the exp…
A Review of Methods for the Analysis of the Expected Value of Information
Anna Heath, Ioanna Manolopoulou, Gianluca Baio
Over recent years Value of Information analysis has become more widespread in health-economic evaluations, specifically as a tool to perform Probabilistic Sensitivity Analysis. Thi…