1. Sparse selection in Cox models with functional predictors Zhang, Yulei 2012 Theses BiometryStatisticsMathematics
2. Statistical modeling and statistical learning for disease prediction and classification Chen, Tianle 2014 Theses Huntington's diseaseDiseases--Risk factorsAlzheimer's diseaseDiseases--Statistical methodsStatisticsBiometry
3. An Assortment of Unsupervised and Supervised Applications to Large Data Agne, Michael Robert 2015 Theses StatisticsBiometry
4. Methods for handling measurement error and sources of variation in functional data models Cai, Xiaochen 2015 Theses Error analysis (Mathematics)Analysis of covarianceBiometryStatistics
5. Marginal Screening on Survival Data Huang, Tzu Jung 2017 Theses BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis
6. Methods for functional regression and nonlinear mixed-effects models with applications to PET data Chen, Yakuan 2017 Theses BiometryRegression analysisMultilevel models (Statistics)Statistics
7. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors Park, Hyung 2018 Theses BiometryRegression analysisTherapeuticsStatistics
8. Methods in functional data analysis and functional genomics Backenroth, Daniel 2018 Theses BiometryStatisticsFunctional analysisFunctional genomics
9. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model Drill, Esther 2018 Theses BiometryStatisticsGenomics--Data processingLatent structure analysis
10. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases Sun, Ming 2018 Theses BiometryBiochemical markersNeurobehavioral disordersStatisticsDiagnosisPsychiatry
11. Varying-Coefficient Models and Functional Data Analyses for Dynamic Networks and Wearable Device Data Lee, Jihui 2018 Theses BiometryStatisticsNetwork analysis (Planning)Wearable technologyComputer science
12. Modern Statistical/Machine Learning Techniques for Bio/Neuro-imaging Applications Sun, Ruoxi 2019 Theses BiometryStatisticsComputer scienceImaging systems in biologyBayesian statistical decision theory
13. Robust Statistical Approaches Dealing with High-Dimensional Observational Data Zhu, Huichen 2019 Theses BiometryBiometry--Data processingStatisticsDecision trees
14. Statistical Methods for Epigenetic Data Wang, Ya 2019 Theses BiometryEpigeneticsDNA--MethylationStatistics
15. Statistical Methods for Genetic Studies with Family History of Diseases Lee, Annie Jehe 2019 Theses BiometryStatisticsGeneticsFamilial diseasesEpidemiology
16. Causal Mediation Analysis for Effect Heterogeneity Zhang, Jiaqing 2021 Theses StatisticsBiometryMediation (Statistics)Public health
17. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography