Inverse regression for ridge recovery: A data-driven approach for parameter reduction in computer experiments

Andrew T. Glaws, Paul G. Constantine, R. Dennis Cook

Parameter reduction can enable otherwise infeasible design and uncertainty studies with modern computational science models that contain several input parameters. In statistical re…