Browsing Faculty of Arts and Sciences by Keyword "Bayesian Statistics"
Now showing items 1-3 of 3
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Bayesian Methods and Computation for Large Observational Datasets
(2013-09-30)Much health related research depends heavily on the analysis of a rapidly expanding universe of observational data. A challenge in analysis of such data is the lack of sound statistical methods and tools that can address ... -
But What Did You Actually Learn? Improving Inference for Non-Identifiable Deep Latent Variable Models
(2023-05-12)Deep probabilistic and Bayesian latent variable models allow one to infer variables that have previously not been observed in the data in order to accurately model the data density. They provide an intuitive and flexible ... -
Computational and Bayesian Methods for Geographic Data in the Social Sciences
(2023-05-12)Research in the social sciences often involves the analysis of geographic data. These data may be explicitly spatial, with each observation tied to a specific point on or region of the globe, or they may include variables ...