1. Bayesian Model Selection in terms of Kullback-Leibler discrepancy Zhou, Shouhao 2011 Theses Statistics
3. Self-controlled methods for postmarketing drug safety surveillance in large-scale longitudinal data Simpson, Shawn E. 2011 Theses Statistics
4. Some Nonparametric Methods for Clinical Trials and High Dimensional Data Wu, Xiaoru 2011 Theses Statistics
5. Statistical methods for indirectly observed network data McCormick, Tyler H. 2011 Theses Statistics
6. Contributions to Semiparametric Inference to Biased-Sampled and Financial Data Sit, Tony 2012 Theses Statistics
7. Detecting Dependence Change Points in Multivariate Time Series with Applications in Neuroscience and Finance Cribben, Ivor John 2012 Theses Statistics
8. Modeling Strategies for Large Dimensional Vector Autoregressions Zang, Pengfei 2012 Theses Statistics
10. Statistical inference in two non-standard regression problems Seijo, Emilio Francisco 2012 Theses StatisticsMathematics
11. Credit Risk Modeling and Analysis Using Copula Method and Changepoint Approach to Survival Data Qian, Bo 2013 Theses Statistics
12. Estimation and Testing Methods for Monotone Transformation Models Zhang, Junyi 2013 Theses Statistics
15. Statistical Inference for Diagnostic Classification Models Xu, Gongjun 2013 Theses StatisticsEducational tests and measurements
16. A Point Process Model for the Dynamics of Limit Order Books Vinkovskaya, Ekaterina 2014 Theses Statistics
17. Interaction-Based Learning for High-Dimensional Data with Continuous Predictors Huang, Chien-Hsun 2014 Theses Epistasis (Genetics)Instrumental variables (Statistics)Nonparametric statisticsCluster analysisMachine learning--Statistical methodsStatistics
18. Limit Theory for Spatial Processes, Bootstrap Quantile Variance Estimators, and Efficiency Measures for Markov Chain Monte Carlo Yang, Xuan 2014 Theses Statistics
20. Semiparametric Estimation of a Gaptime-Associated Hazard Function Teravainen, Timothy 2014 Theses Proportional hazards modelsSurvival analysis (Biometry)Bayesian statistical decision theoryStatisticsElectrical engineering
21. Statistical Inference and Experimental Design for Q-matrix Based Cognitive Diagnosis Models Zhang, Stephanie 2014 Theses StatisticsEducational tests and measurementsPsychometrics
22. Unbiased Penetrance Estimates with Unknown Ascertainment Strategies Gore, Kristen 2014 Theses Statistics
23. A Graphon-based Framework for Modeling Large Networks He, Ran 2015 Theses StatisticsAlgorithmsNetwork analysis (Planning)--Mathematical models
24. An Assortment of Unsupervised and Supervised Applications to Large Data Agne, Michael Robert 2015 Theses StatisticsBiometry
26. On Identifying Rare Variants for Complex Human Traits Fan, Ruixue 2015 Theses Regression analysisGenetics--Statistical methodsGenomics--Data processingHuman genetics--VariationStatisticsBioinformatics
27. Advances in Model Selection Techniques with Applications to Statistical Network Analysis and Recommender Systems Franco Saldana, Diego 2016 Theses Linear models (Statistics)ProbabilitiesProportional hazards modelsStatistics
28. Asymptotic Theory and Applications of Random Functions Li, Xiaoou 2016 Theses Monte Carlo methodDifferential equations, PartialDifferential equations, Partial--Asymptotic theoryMathematical statisticsStatistics
29. Latent Variable Modeling and Statistical Learning Chen, Yunxiao 2016 Theses Educational tests and measurements--Statistical methodsPsychological tests--Statistical methodsLearning, Psychology of--Mathematical modelsLatent variablesStatistics
30. Measuring Spatial Extremal Dependence Cho, Yong Bum 2016 Theses Spatial analysis (Statistics)StatisticsBootstrap (Statistics)Extremal problems (Mathematics)
31. Methods for Personalized and Evidence Based Medicine Shahn, Zach 2016 Theses Evidence-based medicineMedical care--StatisticsPersonalized medicineStatistics
32. On Model-Selection and Applications of Multilevel Models in Survey and Causal Inference Wang, Wei 2016 Theses Social sciences--Statistical methods--Data processingStatistics
33. Semiparametric inference with shape constraints Patra, Rohit Kumar 2016 Theses Regression analysisMathematical statisticsProbabilitiesStatisticsStatistics
34. Spectral Filtering for Spatio-temporal Dynamics and Multivariate Forecasts Meng, Lu 2016 Theses Mathematical statistics--Data processingDynamicsDimension reduction (Statistics)Statistics
35. Advances in Credit Risk Modeling Neuberg, Richard 2017 Theses Financial riskFinancial risk managementFinance--Statistical methodsFinance--StatisticsCredit--Management--Statistical methodsStatisticsFinance
36. A unified view of high-dimensional bridge regression Weng, Haolei 2017 Theses StatisticsRegression analysisMathematics
37. Distributionally Robust Optimization and its Applications in Machine Learning Kang, Yang 2017 Theses StatisticsRobust optimizationMachine learningMathematical optimization
38. Distributionally Robust Performance Analysis with Applications to Mine Valuation and Risk Dolan, Christopher James 2017 Theses StatisticsMine valuation--Statistical methodsRobust statistics
39. Efficient Estimation of the Expectation of a Latent Variable in the Presence of Subject-Specific Ancillaries Mittel, Louis Buchalter 2017 Theses StatisticsLatent variablesEstimation theory
40. Empirical Bayes, Bayes factors and deoxyribonucleic acid fingerprinting Basu, Ruma 2017 Theses StatisticsDNA fingerprintingBioinformatics
41. Essays on Matching and Weighting for Causal Inference in Observational Studies Resa Juárez, María de los Angeles 2017 Theses StatisticsInferenceStatistical matchingProbabilities
42. Expansion of a filtration with a stochastic process: a high frequency trading perspective Neufcourt, Léo 2017 Theses StatisticsMathematicsFinance
43. Flexible Sparse Learning of Feature Subspaces Ma, Yuting 2017 Theses Mathematical statisticsMachine learning--Statistical methodsMachine learningStatistics
44. Random Walk Models, Preferential Attachment, and Sequential Monte Carlo Methods for Analysis of Network Data Bloem-Reddy, Benjamin Michael 2017 Theses Computer networksMarkov processesInformation networks--Statistical methodsMonte Carlo methodStatistics
45. Statistical Machine Learning Methods for High-dimensional Neural Population Data Analysis Gao, Yuanjun 2017 Theses StatisticsNeurosciencesDimensional analysis
46. Time Series Modeling with Shape Constraints Zhang, Jing 2017 Theses StatisticsTime-series analysis--Mathematical models
47. Application of Distance Covariance to Extremes and Time Series and Inference for Linear Preferential Attachment Networks Wan, Phyllis 2018 Theses StatisticsAnalysis of covarianceTime-series analysis--Mathematical modelsMultivariate analysisSystem analysis
48. Bayesian Modeling Strategies for Complex Data Structures, with Applications to Neuroscience and Medicine Lu, Feihan 2018 Theses StatisticsBayesian statistical decision theoryData structures (Computer science)Neurosciences--Data processingMedicine--Data processing
49. Essays in Cluster Sampling and Causal Inference Makela, Susanna 2018 Theses StatisticsMathematical statisticsCluster analysisErrors-in-variables models
50. Minimax-inspired Semiparametric Estimation and Causal Inference Hirshberg, David Abraham 2018 Theses StatisticsParameter estimationMathematical statistics