92 citations · 498 across the 46 of their papers we have counts for
Showing 2015 · stat.COShow all
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stat.CO2015★ 1 cited
Spatially adaptive covariance tapering
David Bolin, Jonas Wallin
Covariance tapering is a popular approach for reducing the computational cost of spatial prediction and parameter estimation for Gaussian process models. However, tapering can have…
stat.CO2015
Efficient adaptive MCMC through precision estimation
Jonas Wallin, David Bolin
A novel adaptive Markov chain Monte Carlo algorithm is presented. The algorithm utilizes sparsity in the partial correlation structure of a density to efficiently estimate the cova…