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Evaluation of the Pareto Frontier approach for model calibration

This repository contains a simulation study to assess the performance of the Pareto Frontier approach for model calibration.

  • The ./R/ folder contains model functions and the code to run 10,000+ simulations with and without uncertain calibration targets (set up for parallel cloud computing).

  • The main analysis of the simulation study is provided in the index.Rmd

  • See https://bitowaqr.github.io/pareto_frontier/index.html for the html version with results.

  • The abstract.md was submitted to the 43rd Annual North American SMDM Meeting.

  • The original study by Enns et al. 2015 can be found online.

  • Krijkamp et al. (2018) have published a detailed R tutorial for the Sick-Sicker model

Paul Schneider