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stat.CO2019
Parallel cross-validation: a scalable fitting method for Gaussian process models
Florian Gerber, Douglas W. Nychka
Gaussian process (GP) models are widely used to analyze spatially referenced data and to predict values at locations without observations. In contrast to many algorithmic procedure…
stat.CO2018
optimParallel: an R Package Providing Parallel Versions of the Gradient-Based Optimization Methods of optim()
Florian Gerber, Reinhard Furrer
The R package optimParallel provides a parallel version of the gradient-based optimization methods of optim(). The main function of the package is optimParallel(), which has the sa…