Spatial Shrinkage Via the Product Independent Gaussian Process Prior
From MaRDI portal
Publication:5066489
DOI10.1080/10618600.2021.1923512OpenAlexW3157291646MaRDI QIDQ5066489
Russell T. Shinohara, Ana-Maria Staicu, Arkaprava Roy, Brian J. Reich, Joseph Guinness
Publication date: 29 March 2022
Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1805.03240
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data
- A lag functional linear model for prediction of magnetization transfer ratio in multiple sclerosis lesions
- Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data
- Spatial Bayesian variable selection and grouping for high-dimensional scalar-on-image regression
- Products of normal, beta and gamma random variables: Stein operators and distributional theory
- Variable selection in quantile varying coefficient models with longitudinal data
- Inference with normal-gamma prior distributions in regression problems
- Fully Bayesian spectral methods for imaging data
- Adaptive Bayesian Procedures Using Random Series Priors
- A spectral method for spatial downscaling
- Spatial variable selection methods for investigating acute health effects of fine particulate matter components
- The horseshoe estimator for sparse signals
- Bayesian Variable Selection in Linear Regression
- Optimal Scaling of Discrete Approximations to Langevin Diffusions
- Spatial Modeling With Spatially Varying Coefficient Processes
- Sparsity and Smoothness Via the Fused Lasso
- Generalized double Pareto shrinkage
- Dirichlet–Laplace Priors for Optimal Shrinkage
- Measures of multivariate skewness and kurtosis with applications
This page was built for publication: Spatial Shrinkage Via the Product Independent Gaussian Process Prior
