Haku
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On Bayesian predictive modeling : with applications on the analysis of chromatography data in forensic investigations
(Åbo Akademi - Åbo Akademi University, 2013-11-14)
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Statistical analysis of survey-based event history data with application to modeling of unemployment duration
(Tilastokeskus - Statistikcentralen - Statistics Finland, 2013-11-11)
Longitudinal surveys are increasingly used to collect event history data on person-specific processes such as transitions between labour market states. Surveybased event history data pose a number of challenges for statistical ...
Structure learning of context-specific graphical models
(Åbo Akademi - Åbo Akademi University, 2016-06-30)
Abstract The ultimate problem considered in this thesis is modeling a high-dimensional joint distribution over a set of discrete variables. For this purpose, we consider classes of context-specific graphical models and ...
Probabilistic contact preferences in protein-ligand and protein-protein complexes
(Åbo Akademi - Åbo Akademi University, 2013-10-25)
Context-specific independence in graphical models
(Åbo Akademi - Åbo Akademi University, 2014-11-21)
The theme of this thesis is context-speci c independence in graphical models. Considering a system of stochastic variables it is often the case that the variables are dependent of each other. This can, for instance, be ...