1. A Bayesian Approach to the Understanding of Exoplanet Populations and the Origin of Life Chen, Jingjing 2018 Theses AstronomyExtrasolar planetsLife--OriginStatisticsBayesian statistical decision theory
2. Accurate and Sensitive Quantification of Protein-DNA Binding Affinity Rastogi, Chaitanya 2017 Theses GeneticsBiophysicsStatisticsDNA-protein interactionsTranscription factors
3. A Cognitively Diagnostic Modeling Approach to Diagnosing Misconceptions and Subskills Elbulok, Musa 2021 Theses StatisticsMultiple-choice examinationsBayesian statistical decision theory
4. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
5. Advances in Credit Risk Modeling Neuberg, Richard 2017 Theses Financial riskFinancial risk managementFinance--Statistical methodsFinance--StatisticsCredit--Management--Statistical methodsStatisticsFinance
6. Advances in Deep Generative Modeling With Applications to Image Generation and Neuroscience Loaiza Ganem, Gabriel 2019 Theses StatisticsMachine learningComputer simulationNeurosciences--Data processingNeural networks (Computer science)Digital images
7. Advances in Machine Learning for Complex Structured Functional Data Tang, Chengliang 2022 Theses StatisticsMachine learning--Statistical methodsStatistical functionals
8. Advances in Machine Learning for Compositional Data Gordon Rodriguez, Elliott 2022 Theses StatisticsMachine learning--Statistical methodsGeochemistryBacteriology
9. 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
10. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging
11. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
12. A Graphon-based Framework for Modeling Large Networks He, Ran 2015 Theses StatisticsAlgorithmsNetwork analysis (Planning)--Mathematical models
13. A Hypothesis Testing Procedure Designed for Q-Matrix Validation of Diagnostic Classification Models Sachdeva, Ruchi Jain 2018 Theses Educational tests and measurementsStatisticsDiagnosis--Mathematical modelsClassificationChild development
14. Analyzing Hierarchical Data with the DINA-HC Approach Zhang, Jianzhou 2015 Theses Educational tests and measurementsStatistics
15. An Assortment of Unsupervised and Supervised Applications to Large Data Agne, Michael Robert 2015 Theses StatisticsBiometry
16. An Item Response Theory Approach to Causal Inference in the Presence of a Pre-intervention Assessment Marini, Jessica 2013 Theses Educational tests and measurementsStatistics
17. A Point Process Model for the Dynamics of Limit Order Books Vinkovskaya, Ekaterina 2014 Theses Statistics
18. 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
19. Application of ordered latent class regression model in educational assessment Cha, Jisung 2011 Theses Educational tests and measurementsStatisticsMathematics--Study and teaching
20. Applications of Modern Statistical Mechanics: Molecular Transport and Statistical Learning Palacci, Henri 2019 Theses Biomedical engineeringStatisticsStatistical mechanicsBiological transport
21. Are Public Housing Projects More Dangerous Than Their Neighborhood? A study on public housing crime and causative factors with New York as study area Zhou, Shaochun 2018 Theses City planningCrime in public housingDemographyStatistics
22. Asymptotic Theory and Applications of Random Functions Li, Xiaoou 2016 Theses Monte Carlo methodDifferential equations, PartialDifferential equations, Partial--Asymptotic theoryMathematical statisticsStatistics
23. A Three-Paper Dissertation on Longitudinal Data Analysis in Education and Psychology Ahmadi, Hedyeh 2019 Theses StatisticsLongitudinal method--Statistical methodsAnalysis of covarianceEducation--Research
24. A unified view of high-dimensional bridge regression Weng, Haolei 2017 Theses StatisticsRegression analysisMathematics
25. 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
26. Bayesian Model Selection in terms of Kullback-Leibler discrepancy Zhou, Shouhao 2011 Theses Statistics
27. Bayesian Multidimensional Scaling Model for Ordinal Preference Data Matlosz, Kerry McCloskey 2013 Theses Statistics
28. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts Yuan, Jie 2021 Theses Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology
29. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing Deb, Nabarun 2022 Theses StatisticsMathematicsStatistical hypothesis testing
30. Can a Test Measure Teaching Quality? Validity of Mexico’s Teacher Entry Examination After the 2013 Education Reform Salgado, Vania 2019 Theses EconomicsEducationStatisticsTeachers--EvaluationTeachers--ExaminationsEducational change
31. Causal Mediation Analysis for Effect Heterogeneity Zhang, Jiaqing 2021 Theses StatisticsBiometryMediation (Statistics)Public health
32. Characterization of the Fluctuations in a Symmetric Ensemble of Rank-Based Interacting Particles Garrido Garcia, Miguel Angel 2021 Theses StatisticsMathematicsStochastic processesStochastic differential equations
33. Cognitive Diagnostic Models-based Automatic Item Generation: Item Feature Exploration and Calibration Model Selection Bai, Yu 2019 Theses Educational tests and measurementsStatisticsPsychometrics--Computer programsEducational tests and measurements--Design and construction
34. College students’ time use and labor market plans Werbin, Gregory 2015 Theses StatisticsSocial sciences--ResearchEducation, Higher
35. Community Detection in Social Networks: Multilayer Networks and Pairwise Covariates Huang, Sihan 2020 Theses StatisticsMachine learningSocial networksAlgorithms--Evaluation
37. Contributions to Semiparametric Inference to Biased-Sampled and Financial Data Sit, Tony 2012 Theses Statistics
38. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning Huang, Bo 2014 Theses MathematicsStatisticsOperations research
39. Cooperative Sequential Hypothesis Testing in Multi-Agent Systems Li, Shang 2017 Theses Electrical engineeringStatisticsInternet of thingsMultiagent systems
40. Credit Risk Modeling and Analysis Using Copula Method and Changepoint Approach to Survival Data Qian, Bo 2013 Theses Statistics
41. Daily Vitamin D3 Supplementation as a Treatment for Health Disparities Weishaar, Tom 2019 Theses Health educationNutritionStatisticsVitamin DCholecalciferol
42. Data-Driven Quickest Change Detection Kurt, Mehmet Necip 2020 Theses Electrical engineeringStatisticsMachine learningComputer security
43. Decoding Starlight with Big Survey Data, Machine Learning, and Cosmological Simulations Blancato, Kirsten Nicole 2020 Theses AstronomyAstrophysicsStars--ObservationsGalaxies--EvolutionMachine learningCosmology--Computer simulationTime-series analysisStatisticsNeural networks (Computer science)
44. Deconstructing Spinal Interneurons, one cell type at a time Gabitto, Mariano Ignacio 2016 Theses InterneuronsBayesian statistical decision theoryMolecular biology--Statistical methodsSpinal cordNeurosciencesStatistics
45. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
46. Deep Probabilistic Graphical Modeling Dieng, Adji Bousso 2020 Theses StatisticsComputer scienceGraphical modeling (Statistics)Machine learning
47. Detecting Dependence Change Points in Multivariate Time Series with Applications in Neuroscience and Finance Cribben, Ivor John 2012 Theses Statistics
48. Developing an approach to determine generalizability: A review of efficacy and effectiveness trials funded by the Institute of Education Sciences Fellers, Lauren Ashley 2017 Theses Education--ResearchEducational evaluationEducational statisticsEducation--StatisticsStatisticsInstitute of Education Sciences (U.S.)
49. Developing Statistical Methods for Incorporating Complexity in Association Studies Palmer, Cameron Douglas 2017 Theses BioinformaticsHuman genome--ResearchStatisticsGenomics--Statistical methodsResearch--Data processing
50. Diagnostic Classification Modeling of Rubric-Scored Constructed-Response Items Muller, Eric William 2018 Theses PsychologyStatisticsPsychometrics--Mathematical modelsDiagnosis--Mathematical models