46 citations · 91 across the 8 of their papers we have counts for
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stat.ME2024
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…
stat.ME2024★ 1 cited
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…
stat.ME2020
BayCANN: Streamlining Bayesian Calibration with Artificial Neural Network Metamodeling
Hawre Jalal, Fernando Alarid-Escudero
Purpose: Bayesian calibration is theoretically superior to standard direct-search algorithm because it can reveal the full joint posterior distribution of the calibrated parameters…