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1. Analysis Approaches for Wearable Device Data

Hilden, Patrick
2021
Theses
BiometryWearable technologyCalorimeters

2. Bayesian Modeling in Personalized Medicine with Applications to N-of-1 Trials

Liao, Ziwei
2021
Theses
BiometryBayesian statistical decision theory--Mathematical modelsPersonalized medicineTherapeutics--Mathematical modelsPlacebos (Medicine)--Testing

3. Causal Mediation Analysis for Effect Heterogeneity

Zhang, Jiaqing
2021
Theses
StatisticsBiometryMediation (Statistics)Public health

4. Dynamic graphical models and curve registration for high-dimensional time course data

McDonnell, Erin I.
2021
Theses
BiometryHippocampus (Brain)Huntington's diseaseAlzheimer's diseaseLewy body dementiaBrain--ImagingCircadian rhythmsPhenotype

5. Regularized Greedy Gradient Q-Learning with Mobile Health Applications

Lu, Xiaoqi
2021
Theses
BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology

6. Statistical and Machine Learning Methods for Pattern Identification in Environmental Mixtures

Gibson, Elizabeth Atkeson
2021
Theses
Environmental healthBiometryPregnancyMachine learning--Statistical methodsBayesian statistical decision theory--Industrial applicationsNewborn infants--Health and hygieneEnvironmental toxicology

7. Statistical and Machine Learning Methods for Precision Medicine

Chen, Yuan
2021
Theses
BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making

8. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders

Wang, Qinxia
2021
Theses
BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography

9. Topics in Bayesian Design and Analysis for Sampling

Liu, Yutao
2021
Theses
BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys

10. Effect modification by socioeconomic conditions on the effects of prescription opioid supply on drug poisoning deaths in the United States

Fink, David S.
2020
Theses
EpidemiologyBiometryPublic healthOpioid abuseDrugs--OverdoseEconomics--Sociological aspectsBayesian statistical decision theory--Data processingPoverty