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1. Computational Psychometrics for Item-based Computerized Adaptive Learning

Chen, Yi
2023
Theses
Psychometrics--Mathematical modelsBayesian statistical decision theoryMonte Carlo methodDecision making

2. Developments of Two Methodologies in Uncertainty Quantification in Civil Engineering and Engineering Mechanics

Shen, Mengyao
2022
Theses
Civil engineeringMonte Carlo methodStochastic processesDecision makingSuspension bridges--Testing

3. Essays in Health Economics

Rosenkranz, David
2022
Theses
EconomicsMedical care--Mathematical modelsMedical economicsAmbulance service--EvaluationAmbulance service--DispatchingHospitals--Emergency servicesEmergency medical services--EvaluationMonte Carlo method

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

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

5. Stochastic Electronic Structure Methods for Molecules and Crystalline Solids

Greene, Samuel Martin
2022
Theses
ChemistryPhysicsMonte Carlo methodStochastic processesSchrödinger equationHamiltonian systemsExciton theory

6. A Framework for Analyzing Stochastic Optimization Algorithms Under Dependence

Zhou, Chaoxu
2020
Theses
Operations researchMathematical optimization--Computer programsComputer algorithmsStochastic processes--Computer programsMonte Carlo method

7. Exact simulation algorithms with applications in queueing theory and extreme value analysis

Liu, Zhipeng
2020
Theses
Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods

8. A sequential Monte Carlo algorithm for inference of subclonal structure in cancer

Ogundijo, Oyetunji Enoch; Zhu, Kaiyi; Wang, Xiaodong; Anastassiou, Dimitris
2019
Articles
Tumors--Growth--Mathematical modelsMonte Carlo methodOncology

9. SeqClone: sequential Monte Carlo based inference of tumor subclones

Ogundijo, Oyetunji E.; Wang, Xiaodong
2019
Articles
Tumors--Genetic aspectsMonte Carlo methodSingle nucleotide polymorphismsBayesian statistical decision theory--Mathematical models

10. Towards an Accurate Description of Strongly Correlated Chemical Systems with Phaseless Auxiliary-Field Quantum Monte Carlo - Methodological Advances and Applications

Shee, James
2019
Theses
Chemical systemsQuantum systemsMonte Carlo methodElectronic structure--Mathematical modelsQuantum theory--Methodology