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. 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
7. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions Zhong, Xiaobo 2018 Theses BiometryPublic healthInterventionPersonalized medicineTherapeutics
8. 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
9. Empirical likelihood tests for stochastic ordering based on censored and biased data Chang, Hsin-wen 2014 Theses Biometry
10. Flexible models and methods for longitudinal and multilevel functional data Chen, Huaihou 2012 Theses Biometry
11. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors Park, Hyung 2018 Theses BiometryRegression analysisTherapeuticsStatistics
12. Functional and Parametric Modeling Methods for PET Imaging Data Shieh, Denise 2023 Theses BiometryParametric vibration--Mathematical modelsAxonsSerotonin
13. 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
14. Functional data analytics for wearable device and neuroscience data Wrobel, Julia Lynn 2019 Theses BiometryRegression analysisFunctional analysisNeurobiology
15. General Bayesian Calibration Framework for Model Contamination and Measurement Error Wang, Siquan 2023 Theses BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement
17. 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
18. 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
19. Machine Learning Methods for Personalized Medicine Using Electronic Health Records Wu, Peng 2019 Theses BiometryMedical records--Data processingMachine learningPersonalized medicine
20. Marginal Screening on Survival Data Huang, Tzu Jung 2017 Theses BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis
21. Methods for functional regression and nonlinear mixed-effects models with applications to PET data Chen, Yakuan 2017 Theses BiometryRegression analysisMultilevel models (Statistics)Statistics
22. Methods for handling measurement error and sources of variation in functional data models Cai, Xiaochen 2015 Theses Error analysis (Mathematics)Analysis of covarianceBiometryStatistics
23. Methods in functional data analysis and functional genomics Backenroth, Daniel 2018 Theses BiometryStatisticsFunctional analysisFunctional genomics
24. On Compositional Data Modeling and Its Biomedical Applications Zhang, Bingzhi 2013 Theses Biometry
25. On Wavelet-Based Methods for Scalar-on-Function Regression Ciarleglio, Adam J. 2013 Theses Biometry
26. Optimal Treatment Regimes for Personalized Medicine and Mobile Health Oh, Eun Jeong 2020 Theses BiometryPersonalized medicineTherapeutics
27. Personalized Policy Learning with Longitudinal mHealth Data Hu, Xinyu 2019 Theses BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine
28. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types Tumasian III, Robert A. 2023 Theses BiometryDrugs--TestingClinical trials--Methodology
29. 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
30. Quantile regression for zero-inflated outcomes Ling, Wodan 2019 Theses BiometryQuantile regressionMathematical modelsDistribution (Probability theory)
31. Regression based principal component analysis for sparse functional data with applications to screening pubertal growth paths Zhang, Wenfei 2012 Theses Biometry
32. Regularized Greedy Gradient Q-Learning with Mobile Health Applications Lu, Xiaoqi 2021 Theses BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology
33. Robust Statistical Approaches Dealing with High-Dimensional Observational Data Zhu, Huichen 2019 Theses BiometryBiometry--Data processingStatisticsDecision trees
34. Sample Size Calculation Based on the Semiparametric Analysis of Short-term and Long-term Hazard Ratios Wang, Yi 2013 Theses Biometry
35. Sequential Designs for Individualized Dosing in Phase I Cancer Clinical Trials Mao, Xuezhou 2014 Theses Drugs--Dose-response relationshipCancer--Treatment--ResearchPharmacokineticsBiometry
36. Sequential Quantile Estimation Using Continuous Outcomes with Applications in Dose Finding Hu, Chih-Chi 2014 Theses Biometry
37. Sparse functional regression models: minimax rates and contamination Xiong, Wei 2012 Theses Biometry
38. Sparse selection in Cox models with functional predictors Zhang, Yulei 2012 Theses BiometryStatisticsMathematics
39. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
40. Statistical Issues in Platform Trials with a Shared Control Group Overbey, Jessica Ryan 2020 Theses BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)
41. Statistical Learning Methods for Personalized Medical Decision Making Liu, Ying 2016 Theses Machine learningBiometryTherapeuticsMultiple imputation (Statistics)Medical statisticsMachine learning--Statistical methods
42. Statistical Learning Methods for Personalized Medicine Qiu, Xin 2018 Theses BiometryMachine learningMedical statisticsTherapeuticsPersonalized medicine
43. Statistical Methods for Constructing Heterogeneous Biomarker Networks Xie, Shanghong 2019 Theses BiometryBiochemical markersPrognosisGraphical modeling (Statistics)
44. Statistical Methods for Epigenetic Data Wang, Ya 2019 Theses BiometryEpigeneticsDNA--MethylationStatistics
45. Statistical Methods for Genetic Studies with Family History of Diseases Lee, Annie Jehe 2019 Theses BiometryStatisticsGeneticsFamilial diseasesEpidemiology
46. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model Drill, Esther 2018 Theses BiometryStatisticsGenomics--Data processingLatent structure analysis
47. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine Xu, Tianchen 2022 Theses BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics
48. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases Sun, Ming 2018 Theses BiometryBiochemical markersNeurobehavioral disordersStatisticsDiagnosisPsychiatry
49. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
50. Statistical methods for the study of etiologic heterogeneity Zabor, Emily Craig 2019 Theses BiometryEpidemiologyCancer--EtiologyDiseases--Causes and theories of causationEpidemiology--Statistical methods