1. Analysis Approaches for Wearable Device Data Hilden, Patrick 2021 Theses BiometryWearable technologyCalorimeters
2. A New Estimating Equation Based Approach for Secondary Trait Analyses in Genetic Case-control Studies Song, Xiaoyu 2015 Theses BiometryGeneticsCase-control methodGeneralized estimating equations
3. Bayesian Modeling for Mental Health Surveys Williams, Sharifa Zakiya 2018 Theses BiometryEpidemiologyPublic healthBayesian statistical decision theory--Data processingMental health surveys
4. 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
5. 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
6. 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
7. Computational Algorithms for Multi-omics and Electronic Health Records Data Guo, Jia 2023 Theses BiometryMedical records--Data processingAlgorithmsDiagnosisKidneys--DiseasesCancer--Diagnosis
8. 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
9. 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
10. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions Zhong, Xiaobo 2018 Theses BiometryPublic healthInterventionPersonalized medicineTherapeutics
11. Dose Optimization Methods for Novel Cancer Therapies in the Presence of Patient Heterogeneity Silva, Rebecca Bryn 2023 Theses BiometryOncologyCancer--TreatmentDrugs--Dosage
12. 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
13. Empirical likelihood tests for stochastic ordering based on censored and biased data Chang, Hsin-wen 2014 Theses Biometry
14. Flexible models and methods for longitudinal and multilevel functional data Chen, Huaihou 2012 Theses Biometry
15. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors Park, Hyung 2018 Theses BiometryRegression analysisTherapeuticsStatistics
16. Functional and Parametric Modeling Methods for PET Imaging Data Shieh, Denise 2023 Theses BiometryParametric vibration--Mathematical modelsAxonsSerotonin
17. 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
18. Functional data analytics for wearable device and neuroscience data Wrobel, Julia Lynn 2019 Theses BiometryRegression analysisFunctional analysisNeurobiology
19. General Bayesian Calibration Framework for Model Contamination and Measurement Error Wang, Siquan 2023 Theses BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement
21. Identifying Patterns in Behavioral Public Health Data Using Mixture Modeling with an Informative Number of Repeated Measures Yu, Gary 2014 Theses BiometryPublic health--Research--MethodologyCluster analysisPattern recognition systems--Statistical methodsDiscriminant analysisMachine learning--Statistical methods
22. 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
23. Machine Learning Methods for Intensive Longitudinal Data and Causal Inference in Multi-Study, Multi-Outcome Settings Kim, Soohyun 2024 Theses BiometryMachine learningMental illnessPersonalized medicineSchizophreniaLongitudinal studiesClinical trials
24. Machine Learning Methods for Personalized Medicine Using Electronic Health Records Wu, Peng 2019 Theses BiometryMedical records--Data processingMachine learningPersonalized medicine
25. Marginal Screening on Survival Data Huang, Tzu Jung 2017 Theses BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis
26. Methods for functional regression and nonlinear mixed-effects models with applications to PET data Chen, Yakuan 2017 Theses BiometryRegression analysisMultilevel models (Statistics)Statistics
27. Methods for handling measurement error and sources of variation in functional data models Cai, Xiaochen 2015 Theses Error analysis (Mathematics)Analysis of covarianceBiometryStatistics
28. Methods in functional data analysis and functional genomics Backenroth, Daniel 2018 Theses BiometryStatisticsFunctional analysisFunctional genomics
29. On Compositional Data Modeling and Its Biomedical Applications Zhang, Bingzhi 2013 Theses Biometry
30. On Wavelet-Based Methods for Scalar-on-Function Regression Ciarleglio, Adam J. 2013 Theses Biometry
31. Optimal Treatment Regimes for Personalized Medicine and Mobile Health Oh, Eun Jeong 2020 Theses BiometryPersonalized medicineTherapeutics
32. Personalized Policy Learning with Longitudinal mHealth Data Hu, Xinyu 2019 Theses BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine
33. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types Tumasian III, Robert A. 2023 Theses BiometryDrugs--TestingClinical trials--Methodology
34. 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
35. Quantile regression for zero-inflated outcomes Ling, Wodan 2019 Theses BiometryQuantile regressionMathematical modelsDistribution (Probability theory)
36. Regression based principal component analysis for sparse functional data with applications to screening pubertal growth paths Zhang, Wenfei 2012 Theses Biometry
37. Regularized Greedy Gradient Q-Learning with Mobile Health Applications Lu, Xiaoqi 2021 Theses BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology
38. Robust Statistical Approaches Dealing with High-Dimensional Observational Data Zhu, Huichen 2019 Theses BiometryBiometry--Data processingStatisticsDecision trees
39. Sample Size Calculation Based on the Semiparametric Analysis of Short-term and Long-term Hazard Ratios Wang, Yi 2013 Theses Biometry
40. Sequential Designs for Individualized Dosing in Phase I Cancer Clinical Trials Mao, Xuezhou 2014 Theses Drugs--Dose-response relationshipCancer--Treatment--ResearchPharmacokineticsBiometry
41. Sequential Quantile Estimation Using Continuous Outcomes with Applications in Dose Finding Hu, Chih-Chi 2014 Theses Biometry
42. Sparse functional regression models: minimax rates and contamination Xiong, Wei 2012 Theses Biometry
43. Sparse selection in Cox models with functional predictors Zhang, Yulei 2012 Theses BiometryStatisticsMathematics
44. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
45. Statistical Issues in Platform Trials with a Shared Control Group Overbey, Jessica Ryan 2020 Theses BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)
46. Statistical Learning Methods for Personalized Medical Decision Making Liu, Ying 2016 Theses Machine learningBiometryTherapeuticsMultiple imputation (Statistics)Medical statisticsMachine learning--Statistical methods
47. Statistical Learning Methods for Personalized Medicine Qiu, Xin 2018 Theses BiometryMachine learningMedical statisticsTherapeuticsPersonalized medicine
48. Statistical Methods for Constructing Heterogeneous Biomarker Networks Xie, Shanghong 2019 Theses BiometryBiochemical markersPrognosisGraphical modeling (Statistics)
49. Statistical Methods for Epigenetic Data Wang, Ya 2019 Theses BiometryEpigeneticsDNA--MethylationStatistics
50. Statistical Methods for Genetic Studies with Family History of Diseases Lee, Annie Jehe 2019 Theses BiometryStatisticsGeneticsFamilial diseasesEpidemiology