Browsing University of Missouri-Columbia by Thesis Advisor "Ferreira, Marco Antonio Rosa, 1969-"
Now showing items 1-2 of 2
-
Bayesian fMRI data analysis and Bayesian optimal design
(University of Missouri--Columbia, 2012)The present dissertation consists of the work done on two projects. As part of the first project, we develop methodology for Bayesian hierarchical multi-subject multiscale analysis of functional magnetic resonance imaging ... -
Nonlocal priors for Bayesian variable selection in generalized linear models and generalized linear mixed models and their applications in biology data
(University of Missouri--Columbia, 2016)A crucial problem in building a generalized linear model (GLM) or a generalized linear mixed model (GLMM) is to identify which subset of predictors should be included into the model. Hence, the main thrust of this dissertation ...