1. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data Garcia de la Garza, Angel 2022 Theses BiometryNeurosciencesPublic healthMachine learning--Industrial applicationsSuicide--Risk factors
2. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine Xu, Tianchen 2022 Theses BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics
3. The Joint Modeling of Longitudinal Covariates and Censored Quantile Regression for Health Applications Hu, Bo 2022 Theses BiometryBiostatisticsAnalysis of covariance--Mathematical modelsQuantile regressionCensored observations (Statistics)
4. Analysis Approaches for Wearable Device Data Hilden, Patrick 2021 Theses BiometryWearable technologyCalorimeters
5. 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
6. 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
7. Regularized Greedy Gradient Q-Learning with Mobile Health Applications Lu, Xiaoqi 2021 Theses BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology
8. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
9. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
10. Topics in Bayesian Design and Analysis for Sampling Liu, Yutao 2021 Theses BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys