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The active subspace method is a sensitivity analysis technique that finds important linear combinations of input variables for a simulator. This package provides functions allowing estimation of the active subspace without gradient information using Gaussian processes as well as sequential experimental design tools to minimize the amount of data required to do so. Implements Wycoff et al. (2019) <arXiv:1907.11572>.
Package details 


Author  Nathan Wycoff, Mickael Binois 
Maintainer  Nathan Wycoff <nathw95@vt.edu> 
License  BSD_3_clause + file LICENSE 
Version  1.0.4 
Package repository  View on CRAN 
Installation 
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