92 citations · 498 across the 46 of their papers we have counts for
4 papers · 1 filter
Quantifying the uncertainty of contour maps
David Bolin, Finn Lindgren
Contour maps are widely used to display estimates of spatial fields. Instead of showing the estimated field, a contour map only shows a fixed number of contour lines for different…
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…
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…
Statistical Modeling and Estimation of Censored Pathloss Data
Carl Gustafson, Taimoor Abbas, David Bolin +1
Pathloss is typically modeled using a log-distance power law with a large-scale fading term that is log-normal. However, the received signal is affected by the dynamic range and no…