Browsing by Subject "Bayesian"
Now showing items 1-5 of 5
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Bayesian kernel projections for classification of high dimensional data
(2011)A Bayesian multi-category kernel classification method is proposed. The algorithm performs the classification of the projections of the data to the principal axes of the feature space. The advantage of this approach is ... -
Bayesian Tree Regression within a Streaming Context
(Trinity College Dublin. School of Computer Science & Statistics. Discipline of Statistics, 2023)Regression in a statistical streaming environment. Explore either large amounts of data or data that is continually being generated in a meaningful way. The streaming setting is challenging because either the proportion ... -
Developing pedigree-based strategies to analyse whole genome sequencing data for complex disorders: learning from schizophrenia
(Trinity College Dublin. School of Medicine. Discipline of Psychiatry, 2023)Complex genetic disorders are impacted by a range of DNA variation. Next generation sequencing (NGS) allows for the direct examination of this variation, but large sample numbers are required to identify rare variants in ... -
Distributed Lag Regression Methods and Compartmental Models for Analysis of Disease Progression
(Trinity College Dublin. School of Computer Science & Statistics. Discipline of Statistics, 2023)ANCA vasculitis is an autoimmune disease characterised by relapses, or flares, that can have a severe detrimental impact on patient health. Flares can be prevented by suppressing the immune system but this exposes the ... -
Wug-testing phonetic prominence in Munster Irish
(2021)8 speakers of Munster Irish were presented with a series of disyllabic nonwords and directed to read them aloud in a carrier phrase. Each nonword corresponded to a different pairing of syllable weights (e.g. light-heavy, ...