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1. Modernizing Markov Chains Monte Carlo for Scientific and Bayesian Modeling

Margossian, Charles Christopher
2022
Theses
StatisticsBayesian statistical decision theoryMarkov processesMonte Carlo method

2. Advances in Statistical Machine Learning Methods for Neural Data Science

Zhou, Ding
2021
Theses
StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging

3. Event History Analysis in Multivariate Longitudinal Data

Yuan, Chaoyu
2021
Theses
StatisticsBayesian statistical decision theoryMarkov processesGaussian processesMedical statisticsMyocardial infarctionLongitudinal studies

4. Toward a scalable Bayesian workflow

Yao, Yuling
2021
Theses
StatisticsBayesian statistical decision theoryBayesian statistical decision theory--Mathematical models

5. Multiple Causal Inference with Bayesian Factor Models

Wang, Yixin
2020
Theses
StatisticsInferenceAlgorithms--DesignBayesian statistical decision theory

6. Bayesian Modeling Strategies for Complex Data Structures, with Applications to Neuroscience and Medicine

Lu, Feihan
2018
Theses
StatisticsBayesian statistical decision theoryData structures (Computer science)Neurosciences--Data processingMedicine--Data processing

7. Selected Legal Applications for Bayesian Methods

Cheng, Edward K.
2018
Theses
StatisticsLawBayesian statistical decision theoryLaw--Statistical methods

8. Topics in Computational Bayesian Statistics With Applications to Hierarchical Models in Astronomy and Sociology

Sahai, Swupnil
2018
Theses
StatisticsAstronomySociologyBayesian statistical decision theoryMultilevel models (Statistics)

9. Semiparametric Estimation of a Gaptime-Associated Hazard Function

Teravainen, Timothy
2014
Theses
Proportional hazards modelsSurvival analysis (Biometry)Bayesian statistical decision theoryStatisticsElectrical engineering