Browsing Theses by Supervisor "Browne, Ryan"
Now showing items 1-2 of 2
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Functional Finite Mixture Modelling and Estimation
(University of Waterloo, 2023-09-01)Functional data analysis is a branch of statistics that studies models for information represented by functions. Meanwhile, finite mixture models serve as a conerstone in the field of cluster analysis, offering a flexible ... -
Methods for Merging, Parsimony and Interpretability of Finite Mixture Models
(University of Waterloo, 2022-08-04)To combat the increasing data dimensionality, parsimonious modelling for finite mixture models has risen to be an active research area. These modelling frameworks offer various constraints that can reduce the number of ...