A Bayesian Synthesis Approach to Data Fusion Using Augmented Data-Dependent Priors

abstract: The process of combining data is one in which information from disjoint datasets sharing at least a number of common variables is merged. This process is commonly referred to as data fusion, with the main objective of creating a new dataset permitting more flexible analyses than the separa...

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Bibliographic Details
Other Authors: Marcoulides, Katerina Marie (Author)
Format: Doctoral Thesis
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.44280