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1. Statistical Issues in Platform Trials with a Shared Control Group

Overbey, Jessica Ryan
2020
Theses
BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)

2. 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

3. Functional data analytics for wearable device and neuroscience data

Wrobel, Julia Lynn
2019
Theses
BiometryRegression analysisFunctional analysisNeurobiology

4. Machine Learning Methods for Personalized Medicine Using Electronic Health Records

Wu, Peng
2019
Theses
BiometryMedical records--Data processingMachine learningPersonalized medicine

5. Personalized Policy Learning with Longitudinal mHealth Data

Hu, Xinyu
2019
Theses
BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine

6. Quantile regression for zero-inflated outcomes

Ling, Wodan
2019
Theses
BiometryQuantile regressionMathematical modelsDistribution (Probability theory)

7. Robust Statistical Approaches Dealing with High-Dimensional Observational Data

Zhu, Huichen
2019
Theses
BiometryBiometry--Data processingStatisticsDecision trees

8. Statistical Methods for Constructing Heterogeneous Biomarker Networks

Xie, Shanghong
2019
Theses
BiometryBiochemical markersPrognosisGraphical modeling (Statistics)

9. Statistical Methods for Epigenetic Data

Wang, Ya
2019
Theses
BiometryEpigeneticsDNA--MethylationStatistics

10. Statistical Methods for Genetic Studies with Family History of Diseases

Lee, Annie Jehe
2019
Theses
BiometryStatisticsGeneticsFamilial diseasesEpidemiology

11. Statistical methods for the study of etiologic heterogeneity

Zabor, Emily Craig
2019
Theses
BiometryEpidemiologyCancer--EtiologyDiseases--Causes and theories of causationEpidemiology--Statistical methods

12. Bayesian Modeling for Mental Health Surveys

Williams, Sharifa Zakiya
2018
Theses
BiometryEpidemiologyPublic healthBayesian statistical decision theory--Data processingMental health surveys

13. 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

14. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions

Zhong, Xiaobo
2018
Theses
BiometryPublic healthInterventionPersonalized medicineTherapeutics

15. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors

Park, Hyung
2018
Theses
BiometryRegression analysisTherapeuticsStatistics

16. Methods in functional data analysis and functional genomics

Backenroth, Daniel
2018
Theses
BiometryStatisticsFunctional analysisFunctional genomics

17. Statistical Learning Methods for Personalized Medicine

Qiu, Xin
2018
Theses
BiometryMachine learningMedical statisticsTherapeuticsPersonalized medicine

18. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model

Drill, Esther
2018
Theses
BiometryStatisticsGenomics--Data processingLatent structure analysis

19. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases

Sun, Ming
2018
Theses
BiometryBiochemical markersNeurobehavioral disordersStatisticsDiagnosisPsychiatry

20. Varying-Coefficient Models and Functional Data Analyses for Dynamic Networks and Wearable Device Data

Lee, Jihui
2018
Theses
BiometryStatisticsNetwork analysis (Planning)Wearable technologyComputer science

21. Marginal Screening on Survival Data

Huang, Tzu Jung
2017
Theses
BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis

22. Methods for functional regression and nonlinear mixed-effects models with applications to PET data

Chen, Yakuan
2017
Theses
BiometryRegression analysisMultilevel models (Statistics)Statistics

23. 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

24. Statistical Learning Methods for Personalized Medical Decision Making

Liu, Ying
2016
Theses
Machine learningBiometryTherapeuticsMultiple imputation (Statistics)Medical statisticsMachine learning--Statistical methods

25. A New Estimating Equation Based Approach for Secondary Trait Analyses in Genetic Case-control Studies

Song, Xiaoyu
2015
Theses
BiometryGeneticsCase-control methodGeneralized estimating equations

26. 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

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. Survival Analysis using Bivariate Archimedean Copulas

Chandra, Krishnendu
2015
Theses
Survival analysis (Biometry)--Data processingCensored observations (Statistics)Copulas (Mathematical statistics)Biometry

29. Empirical likelihood tests for stochastic ordering based on censored and biased data

Chang, Hsin-wen
2014
Theses
Biometry

30. Graph structure inference for high-throughput genomic data

Zhou, Hui
2014
Theses
Biometry

31. 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

32. Sequential Designs for Individualized Dosing in Phase I Cancer Clinical Trials

Mao, Xuezhou
2014
Theses
Drugs--Dose-response relationshipCancer--Treatment--ResearchPharmacokineticsBiometry

33. Sequential Quantile Estimation Using Continuous Outcomes with Applications in Dose Finding

Hu, Chih-Chi
2014
Theses
Biometry

34. Statistical modeling and statistical learning for disease prediction and classification

Chen, Tianle
2014
Theses
Huntington's diseaseDiseases--Risk factorsAlzheimer's diseaseDiseases--Statistical methodsStatisticsBiometry

35. Two-stage Continual Reassessment Method and Patient Heterogeneity for Dose-finding Studies

Jia, Xiaoyu
2014
Theses
Biometry

36. On Compositional Data Modeling and Its Biomedical Applications

Zhang, Bingzhi
2013
Theses
Biometry

37. On Wavelet-Based Methods for Scalar-on-Function Regression

Ciarleglio, Adam J.
2013
Theses
Biometry

38. Sample Size Calculation Based on the Semiparametric Analysis of Short-term and Long-term Hazard Ratios

Wang, Yi
2013
Theses
Biometry

39. Flexible models and methods for longitudinal and multilevel functional data

Chen, Huaihou
2012
Theses
Biometry

40. Regression based principal component analysis for sparse functional data with applications to screening pubertal growth paths

Zhang, Wenfei
2012
Theses
Biometry

41. Sparse functional regression models: minimax rates and contamination

Xiong, Wei
2012
Theses
Biometry

42. Sparse selection in Cox models with functional predictors

Zhang, Yulei
2012
Theses
BiometryStatisticsMathematics

43. The Limb-Leaf Design: A New Way to Explore the Dose Response Curve in Adaptive Seamless Phase II/III Trials

Spivack, John Henry
2011
Theses
Biometry
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