Polynomial Accelerated Solutions to a Large Gaussian Model for Imaging Biofilms: In Theory and Finite Precision
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Publication:3121163
DOI10.1080/01621459.2017.1409121zbMath1409.62226OpenAlexW2785190372WikidataQ92582469 ScholiaQ92582469MaRDI QIDQ3121163
Albert E. Parker, Lindsey Lorenz, Philip S. Stewart, Betsey Pitts
Publication date: 20 March 2019
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: http://europepmc.org/articles/pmc6424529
Software, source code, etc. for problems pertaining to statistics (62-04) Applications of statistics to biology and medical sciences; meta analysis (62P10)
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Cites Work
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- Iterative numerical methods for sampling from high dimensional Gaussian distributions
- Comparing sweep strategies for stochastic relaxation
- A Krylov subspace method for covariance approximation and simulation of random processes and fields
- Iterative solution of linear systems in the 20th century
- Accelerated Gibbs sampling of normal distributions using matrix splittings and polynomials
- Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions
- MCMC-Based Image Reconstruction with Uncertainty Quantification
- Sampling Gaussian Distributions in Krylov Spaces with Conjugate Gradients
- Analysis of the Gibbs Sampler for Hierarchical Inverse Problems
- Fast Sampling in a Linear-Gaussian Inverse Problem
- The Lanczos and conjugate gradient algorithms in finite precision arithmetic
- A Hybrid Approach Combining Chebyshev Filter and Conjugate Gradient for Solving Linear Systems with Multiple Right-Hand Sides
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds
- Efficient Gaussian Sampling for Solving Large-Scale Inverse Problems Using MCMC
- Gaussian Markov Random Fields
- Iterative Solution Methods
- AN ENSEMBLE KALMAN FILTER USING THE CONJUGATE GRADIENT SAMPLER
- Three-dimensional Bayesian image analysis and confocal microscopy
- Convergence in Variance of Chebyshev Accelerated Gibbs Samplers
- Introduction to Bayesian Scientific Computing
- Methods of conjugate gradients for solving linear systems
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