Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Stochastic Search Variable Selection"”.
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Rates of Molecular Evolution and Phylogenomic Inference
… to analyse genomic data. One aspect of genomic research is the analysis of variation in rate of evolution, both across a genome and between the genomes of species. In this study we explore the relationship between different types of rate heterogeneity. We develop several statistical methodologies …
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Bayesian Alignment Model for Analysis of LC-MS-based Omic Data
… the alignment problem through three research topics: 1) development of single-profile Bayesian alignment model, 2) development of multi-profile Bayesian alignment model, and 3) application to biomarker discovery research. Chapter 2 introduces the profile-based Bayesian alignment using a …
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Three essays in macroeconomic forecasting using Bayesian model selection
… explores several aspects of Bayesian model selection in time series forecasting of macroeconomic variables. The contribution is provided in three essays. In the first essay (Chapter 2) I forecast quarterly US inflation based on the generalized Phillips curve using econometric methods which …
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Some advances in Bayesian variable selection, cognitive diagnostic modeling, and process data analysis
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2026-08-01