1. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
2. Identifying and Targeting Master Regulators of Drug Resistance in Lung Adenocarcinoma through Network Analysis of Tumor Transcriptomic Data Griffin, Aaron Timothy 2023 Theses BioinformaticsBiology--ClassificationStatisticsBiochemical markersLungs--CancerAdenocarcinomaDrug resistance in cancer cellsMachine learning--Industrial applicationsAmerican Society of Clinical OncologyMemorial Sloan-Kettering Cancer Center
3. Inference in ERGMs and Ising Models. Xu, Yuanzhe 2023 Theses StatisticsRandom graphsIsing modelMarkov processesGaussian Markov random fields
4. Large Dimensional Data Analysis using Orthogonally Decomposable Tensors: Statistical Optimality and Computational Tractability Auddy, Arnab 2023 Theses StatisticsCalculus of tensorsMathematical optimizationDecomposition (Mathematics)Error analysis (Mathematics)
5. Martingale Schrodinger Bridges and Optimal Semistatic Portfolios Zhao, Long 2023 Theses StatisticsMathematicsOptions (Finance)--Mathematical modelsStocksInternational finance--Statistics
6. On the Multiway Principal Component Analysis Ouyang, Jialin 2023 Theses StatisticsPrincipal components analysisSingular value decomposition
7. Process Data Applications in Educational Assessment Qi, Jitong 2023 Theses StatisticsEducation--Computer-assisted instructionEducational tests and measurements--Statistical methodsProblem solving
8. Statistical Methods for Structured Data: Analyses of Discrete Time Series and Networks Palmer, William Reed 2023 Theses StatisticsTime-series analysis--Statistical methodsBayesian statistical decision theoryCOVID-19 (Disease)--Data processingCOVID-19 (Disease)--MortalityDiseases--Statistics
9. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing Effland, Thomas 2023 Theses Computer scienceStatisticsNatural language processing (Computer science)Artificial intelligenceGrammar, Comparative and general--Syntax
10. Advances in Machine Learning for Complex Structured Functional Data Tang, Chengliang 2022 Theses StatisticsMachine learning--Statistical methodsStatistical functionals
11. Advances in Machine Learning for Compositional Data Gordon Rodriguez, Elliott 2022 Theses StatisticsMachine learning--Statistical methodsGeochemistryBacteriology
12. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing Deb, Nabarun 2022 Theses StatisticsMathematicsStatistical hypothesis testing
13. Latent Variable Models for Events on Social Networks Ward, Owen Gerard 2022 Theses StatisticsSocial networksOnline social networksSocial hierarchy in animalsMarkov processesLatent variables
14. Learning predictive models from menstrual cycle data Li, Kathy Yinuo 2022 Theses MathematicsMedical sciencesStatisticsMenstruationMenstrual cycleWireless communication systems in medical care
15. Modeling Random Events Quintos Lima, Alejandra 2022 Theses Mathematical modelsStatisticsRandom data (Statistics)MicrofinanceMarkets--ForecastingFinancial crises--Mathematical models
16. Modernizing Markov Chains Monte Carlo for Scientific and Bayesian Modeling Margossian, Charles Christopher 2022 Theses StatisticsBayesian statistical decision theoryMarkov processesMonte Carlo method
17. On Recovering the Best Rank-? Approximation from Few Entries Xu, Shun 2022 Theses StatisticsRanking and selection (Statistics)--Data processing
18. Overlapping Communities on Large-Scale Networks: Benchmark Generation and Learning via Adaptive Stochastic Optimization Grande, Alessandro Antonio 2022 Theses StatisticsMathematicsStochastic processesMathematical optimizationComputer networksMachine learning--Statistical methods
19. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning Lut, Yuliia 2022 Theses StatisticsMachine learningPrivacyData protectionInternet searching
20. Statistical approach to tagging stellar birth groups in the Milky Way Ratcliffe, Bridget Lynn 2022 Theses AstronomyStatisticsStars--FormationStars--Age--MeasurementGalaxies--Formation
21. Statistical Perspectives on Modern Network Embedding Methods Davison, Andrew 2022 Theses StatisticsMachine learning--Statistical methodsMachine learning--Graphic methodsComputer networks
22. A Cognitively Diagnostic Modeling Approach to Diagnosing Misconceptions and Subskills Elbulok, Musa 2021 Theses StatisticsMultiple-choice examinationsBayesian statistical decision theory
23. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
24. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging
25. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts Yuan, Jie 2021 Theses Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology
26. Causal Mediation Analysis for Effect Heterogeneity Zhang, Jiaqing 2021 Theses StatisticsBiometryMediation (Statistics)Public health
27. Characterization of the Fluctuations in a Symmetric Ensemble of Rank-Based Interacting Particles Garrido Garcia, Miguel Angel 2021 Theses StatisticsMathematicsStochastic processesStochastic differential equations
28. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
29. Essays in Applied Econometrics and Labor Economics Goff, Leonard 2021 Theses EconomicsStatisticsEconometricsMicroeconomicsOvertime
30. Event History Analysis in Multivariate Longitudinal Data Yuan, Chaoyu 2021 Theses StatisticsBayesian statistical decision theoryMarkov processesGaussian processesMedical statisticsMyocardial infarctionLongitudinal studies
31. Exploring a Generalizable Machine Learned Solution for Early Prediction of Student At-Risk Status Coleman, Chad 2021 Theses Educational psychologyStatisticsProblem youthExaminations--ScoringDropout behavior, Prediction of
32. High-dimensional Asymptotics for Phase Retrieval with Structured Sensing Matrices Dudeja, Rishabh 2021 Theses StatisticsGaussian processesMatricesIterative methods (Mathematics)
33. Meta-analyzing logistic regression slopes: A partial effect size for categorical outcomes Anderson, Nicholas 2021 Theses StatisticsLogistic regression analysisAlbuminsMortalitySimulation methods
34. Modeling the Likelihood of Construction Incidents Using Public Data Gerstenberger, Armand 2021 Theses StatisticsConstruction industryWounds and injuriesWork environment--Safety measuresNew York (N.Y.). Department of Buildings
35. Modelling Conditional Dependence Between Response Time and Accuracy in Cognitive Diagnostic Models Bezirhan, Ummugul 2021 Theses Educational tests and measurementsStatisticsEducationCognitive Diagnostic BatteryItem response theory--Mathematical models
36. Multiple Imputation for Handling Missing Data of Covariates in Meta-Regression Diaz Yanez, Karina Gabriela 2021 Theses StatisticsSocial sciences--Study and teachingResearchMultiple imputation (Statistics)
37. On the Construction of Minimax Optimal Nonparametric Tests with Kernel Embedding Methods Li, Tong 2021 Theses StatisticsGaussian processesNonparametric statistics
38. Phase retrieval in the high-dimensional regime Bakhshizadeh, Milad 2021 Theses StatisticsX-ray crystallographyX-ray diffraction imagingAstronomical photographySpectrum analysis
39. Semiparametric Inference of Censored Data with Time-dependent Covariates Chu, Chi Wing 2021 Theses StatisticsAnalysis of covarianceAIDS (Disease)Clinical trials
40. Sequential Rerandomization in the Context of Small Samples Yang, Jiaxi 2021 Theses StatisticsEducationProbabilitiesSampling (Statistics)Stochastic processesEarly childhood education--Research
41. Statistical Learning for Process Data Wang, Zhi 2021 Theses StatisticsComputer-assisted instructionProblem solving
42. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
43. Toward a scalable Bayesian workflow Yao, Yuling 2021 Theses StatisticsBayesian statistical decision theoryBayesian statistical decision theory--Mathematical models
44. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics Moretti, Antonio Khalil 2021 Theses Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)
45. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
46. Community Detection in Social Networks: Multilayer Networks and Pairwise Covariates Huang, Sihan 2020 Theses StatisticsMachine learningSocial networksAlgorithms--Evaluation
47. Data-Driven Quickest Change Detection Kurt, Mehmet Necip 2020 Theses Electrical engineeringStatisticsMachine learningComputer security
48. 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)
49. Deep Probabilistic Graphical Modeling Dieng, Adji Bousso 2020 Theses StatisticsComputer scienceGraphical modeling (Statistics)Machine learning
50. Essays in Econometrics Feng, Junlong 2020 Theses EconomicsEconometricsStatisticsNonparametric statistics