1. Causal Inference for Health Effects of Time-varying Correlated Environmental Mixtures Chai, Zilan 2023 Theses BiometryPollution--Health aspectsBayesian statistical decision theoryEnvironmental toxicologyBlood glucoseIndians of North America--Health and hygiene
2. Computational Algorithms for Multi-omics and Electronic Health Records Data Guo, Jia 2023 Theses BiometryMedical records--Data processingAlgorithmsDiagnosisKidneys--DiseasesCancer--Diagnosis
3. Correcting for Measurement Error and Misclassification using General Location Models Kwizera, Muhire Honorine 2023 Theses BiometryAsthma in childrenBayesian statistical decision theoryEpidemiology--Statistical methodsAllergy in children
4. Dose Optimization Methods for Novel Cancer Therapies in the Presence of Patient Heterogeneity Silva, Rebecca Bryn 2023 Theses BiometryOncologyCancer--TreatmentDrugs--Dosage
5. Functional and Parametric Modeling Methods for PET Imaging Data Shieh, Denise 2023 Theses BiometryParametric vibration--Mathematical modelsAxonsSerotonin
6. General Bayesian Calibration Framework for Model Contamination and Measurement Error Wang, Siquan 2023 Theses BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement
7. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types Tumasian III, Robert A. 2023 Theses BiometryDrugs--TestingClinical trials--Methodology
8. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data Garcia de la Garza, Angel 2022 Theses BiometryNeurosciencesPublic healthMachine learning--Industrial applicationsSuicide--Risk factorsSuicide--Epidemiology
9. Statistical analysis of large scale data with perturbation subsampling Yao, Yujing 2022 Theses Biometry--Statistical methodsBiostatisticsBiobanksPhenotypeComputer storage devices--Mathematical models
10. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine Xu, Tianchen 2022 Theses BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics
11. 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)
12. Analysis Approaches for Wearable Device Data Hilden, Patrick 2021 Theses BiometryWearable technologyCalorimeters
13. 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
14. 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
15. Regularized Greedy Gradient Q-Learning with Mobile Health Applications Lu, Xiaoqi 2021 Theses BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology
16. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
17. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
18. Topics in Bayesian Design and Analysis for Sampling Liu, Yutao 2021 Theses BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys
19. Clustering Algorithm for Zero-Inflated Data Thanataveerat, Anusorn 2020 Theses Biometry--Statistical methodsCluster analysis--Data processingMedicine--ResearchBiology--Research
20. Optimal Treatment Regimes for Personalized Medicine and Mobile Health Oh, Eun Jeong 2020 Theses BiometryPersonalized medicineTherapeutics
21. Statistical Issues in Platform Trials with a Shared Control Group Overbey, Jessica Ryan 2020 Theses BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)
22. Bayesian Modeling of Latent Heterogeneity in Complex Survey Data and Electronic Health Records Anthopolos, Rebecca 2019 Theses BiometryBayesian statistical decision theory--Mathematical modelsLongitudinal studiesMedical records--Data processing
23. Functional data analytics for wearable device and neuroscience data Wrobel, Julia Lynn 2019 Theses BiometryRegression analysisFunctional analysisNeurobiology
24. Machine Learning Methods for Personalized Medicine Using Electronic Health Records Wu, Peng 2019 Theses BiometryMedical records--Data processingMachine learningPersonalized medicine
25. Personalized Policy Learning with Longitudinal mHealth Data Hu, Xinyu 2019 Theses BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine
26. Quantile regression for zero-inflated outcomes Ling, Wodan 2019 Theses BiometryQuantile regressionMathematical modelsDistribution (Probability theory)
27. Robust Statistical Approaches Dealing with High-Dimensional Observational Data Zhu, Huichen 2019 Theses BiometryBiometry--Data processingStatisticsDecision trees
28. Statistical Methods for Constructing Heterogeneous Biomarker Networks Xie, Shanghong 2019 Theses BiometryBiochemical markersPrognosisGraphical modeling (Statistics)
29. Statistical Methods for Epigenetic Data Wang, Ya 2019 Theses BiometryEpigeneticsDNA--MethylationStatistics
30. Statistical Methods for Genetic Studies with Family History of Diseases Lee, Annie Jehe 2019 Theses BiometryStatisticsGeneticsFamilial diseasesEpidemiology
31. Statistical methods for the study of etiologic heterogeneity Zabor, Emily Craig 2019 Theses BiometryEpidemiologyCancer--EtiologyDiseases--Causes and theories of causationEpidemiology--Statistical methods
32. Bayesian Modeling for Mental Health Surveys Williams, Sharifa Zakiya 2018 Theses BiometryEpidemiologyPublic healthBayesian statistical decision theory--Data processingMental health surveys
33. Data-Driven Methods for Identifying and Validating Shorter Symptom Criteria Sets: The Case for DSM-5 Substance Use Disorders Raffo, Cheryl 2018 Theses BiometryMental illness--DiagnosisPsychiatrySubstance abuse--Diagnosis
34. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions Zhong, Xiaobo 2018 Theses BiometryPublic healthInterventionPersonalized medicineTherapeutics
35. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors Park, Hyung 2018 Theses BiometryRegression analysisTherapeuticsStatistics
36. Methods in functional data analysis and functional genomics Backenroth, Daniel 2018 Theses BiometryStatisticsFunctional analysisFunctional genomics
37. Statistical Learning Methods for Personalized Medicine Qiu, Xin 2018 Theses BiometryMachine learningMedical statisticsTherapeuticsPersonalized medicine
38. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model Drill, Esther 2018 Theses BiometryStatisticsGenomics--Data processingLatent structure analysis
39. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases Sun, Ming 2018 Theses BiometryBiochemical markersNeurobehavioral disordersStatisticsDiagnosisPsychiatry
40. Varying-Coefficient Models and Functional Data Analyses for Dynamic Networks and Wearable Device Data Lee, Jihui 2018 Theses BiometryStatisticsNetwork analysis (Planning)Wearable technologyComputer science
41. Marginal Screening on Survival Data Huang, Tzu Jung 2017 Theses BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis
42. Methods for functional regression and nonlinear mixed-effects models with applications to PET data Chen, Yakuan 2017 Theses BiometryRegression analysisMultilevel models (Statistics)Statistics
43. Prognostic Modeling in the Presence of Competing Risks: an Application to Cardiovascular and Cancer Mortality in Breast Cancer Survivors Leoce, Nicole Marie 2016 Theses Cardiovascular system--Diseases--MortalityCompeting risksBreast--Cancer--MortalityHealth risk assessment--Statistical methodsBreast--Cancer--PatientsBiometryOncology
44. Statistical Learning Methods for Personalized Medical Decision Making Liu, Ying 2016 Theses Machine learningBiometryTherapeuticsMultiple imputation (Statistics)Medical statisticsMachine learning--Statistical methods
45. A New Estimating Equation Based Approach for Secondary Trait Analyses in Genetic Case-control Studies Song, Xiaoyu 2015 Theses BiometryGeneticsCase-control methodGeneralized estimating equations
46. Learning Logic Rules for Disease Classification: With an Application to Developing Criteria Sets for the Diagnostic and Statistical Manual of Mental Disorders Mauro, Christine 2015 Theses GriefMedical protocolsDiagnostic and statistical manual of mental disordersBiometryMental health
47. Methods for handling measurement error and sources of variation in functional data models Cai, Xiaochen 2015 Theses Error analysis (Mathematics)Analysis of covarianceBiometryStatistics
48. Survival Analysis using Bivariate Archimedean Copulas Chandra, Krishnendu 2015 Theses Survival analysis (Biometry)--Data processingCensored observations (Statistics)Copulas (Mathematical statistics)Biometry
49. Empirical likelihood tests for stochastic ordering based on censored and biased data Chang, Hsin-wen 2014 Theses Biometry