Computer Model Calibration for Deterministic and Stochastic Simulators
Fit the calibration model.
cmce is an open-source R package implementing Bayesian calibration f...
Get variable ranges from a design matrix.
Draw an unconditional GP realization.
Make list of distance matrices for calculating GP correlation matrices...
Rescale a design matrix to the [0,1] hypercube.
Unscale a matrix back to its original ranges.
Implements the Bayesian calibration model described in Pratola and Chkrebtii (2018) <DOI:10.5705/ss.202016.0403> for stochastic and deterministic simulators. Additive and multiplicative discrepancy models are currently supported. See <http://www.matthewpratola.com/software> for more information and examples.