Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection - Goldsmith, Jeff; Huang, Lei; Crainiceanu, Ciprian M. (Journal of computational and graphical statistics, 2014)
Keywords: Bayesian Methodology; Binary Markov random field; Cognition; Corpus callosum; Datasets; Estimation methods; Gaussian Markov random field; Graphics; Linear regression; Markov chain Monte Carlo; Mathematical models; Medical imaging; Multiple sclerosis; Probability distribution; Regression analysis; Regression coefficients; Simulations; Statistical inference; Studies; Binary Markov Random Field; Markov Chain Monte Carlo; Gaussian Markov Random Field