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2. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data
3. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine
4. The Joint Modeling of Longitudinal Covariates and Censored Quantile Regression for Health Applications
5. Analysis Approaches for Wearable Device Data
6. Bayesian Modeling in Personalized Medicine with Applications to N-of-1 Trials
7. Dynamic graphical models and curve registration for high-dimensional time course data
8. Regularized Greedy Gradient Q-Learning with Mobile Health Applications
9. Statistical and Machine Learning Methods for Precision Medicine
10. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders
11. Topics in Bayesian Design and Analysis for Sampling
12. Optimal Treatment Regimes for Personalized Medicine and Mobile Health
13. Statistical Issues in Platform Trials with a Shared Control Group
14. Bayesian Modeling of Latent Heterogeneity in Complex Survey Data and Electronic Health Records
15. Functional data analytics for wearable device and neuroscience data
16. Machine Learning Methods for Personalized Medicine Using Electronic Health Records
17. Personalized Policy Learning with Longitudinal mHealth Data
18. Quantile regression for zero-inflated outcomes
19. Robust Statistical Approaches Dealing with High-Dimensional Observational Data
20. Statistical Methods for Constructing Heterogeneous Biomarker Networks
21. Statistical Methods for Epigenetic Data
22. Statistical Methods for Genetic Studies with Family History of Diseases
23. Statistical methods for the study of etiologic heterogeneity
24. Validation of Melanoma Immune Profile (MIP), a Prognostic Immune Gene Prediction Score for Stage II–III Melanoma
25. Bayesian Modeling for Mental Health Surveys
26. Data-Driven Methods for Identifying and Validating Shorter Symptom Criteria Sets: The Case for DSM-5 Substance Use Disorders
27. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions
28. Design considerations for early-phase clinical trials of immune-oncology agents
29. Diagnostic odyssey of patients with mitochondrial disease: Results of a survey
30. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors
31. Method overtness, forensic autopsy, and the evidentiary suicide note: A multilevel National Violent Death Reporting System analysis
32. Methods in functional data analysis and functional genomics
33. Mitochondrial disease patient motivations and barriers to participate in clinical trials
34. Short-term effectiveness of HIV care coordination among persons with recent HIV diagnosis or history of poor HIV outcomes
35. Statistical Learning Methods for Personalized Medicine
36. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model
37. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases
38. Varying-Coefficient Models and Functional Data Analyses for Dynamic Networks and Wearable Device Data
39. A hybrid deconvolution approach for estimation of in vivo non-displaceable binding for brain PET targets without a reference region
40. Dose-response effect of smoking status on quality-adjusted life years among U.S. adults aged 65 years and older
41. Marginal Screening on Survival Data
42. Methods for functional regression and nonlinear mixed-effects models with applications to PET data
43. Objectively Measured Adherence to Physical Activity Guidelines After Acute Coronary Syndrome
44. Prognostic Modeling in the Presence of Competing Risks: an Application to Cardiovascular and Cancer Mortality in Breast Cancer Survivors
45. Statistical Learning Methods for Personalized Medical Decision Making
46. Using Rich Data on Comorbiditiesin Case-Control Study Design with Electronic Health Record Data Improves Control of Confounding in the Detection of Adverse Drug Reactions
47. A New Estimating Equation Based Approach for Secondary Trait Analyses in Genetic Case-control Studies
48. Bleeding Risk and Antithrombotic Strategy in Patients With Sinus Rhythm and Heart Failure With Reduced Ejection Fraction Treated With Warfarin or Aspirin
49. Learning Logic Rules for Disease Classification: With an Application to Developing Criteria Sets for the Diagnostic and Statistical Manual of Mental Disorders
50. Methods for handling measurement error and sources of variation in functional data models
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