Subject: Statistics / Type: Theses / Degree Level: Doctoral / Language: English | Search Results

1. 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

2. Inference in ERGMs and Ising Models.

: Xu, Yuanzhe
: 2023
: Theses
: StatisticsRandom graphsIsing modelMarkov processesGaussian Markov random fields

3. Martingale Schrodinger Bridges and Optimal Semistatic Portfolios

: Zhao, Long
: 2023
: Theses
: StatisticsMathematicsOptions (Finance)--Mathematical modelsStocksInternational finance--Statistics

4. 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

5. Advances in Machine Learning for Complex Structured Functional Data

: Tang, Chengliang
: 2022
: Theses
: StatisticsMachine learning--Statistical methodsStatistical functionals

6. Advances in Machine Learning for Compositional Data

: Gordon Rodriguez, Elliott
: 2022
: Theses
: StatisticsMachine learning--Statistical methodsGeochemistryBacteriology

7. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing

: Deb, Nabarun
: 2022
: Theses
: StatisticsMathematicsStatistical hypothesis testing

8. Latent Variable Models for Events on Social Networks

: Ward, Owen Gerard
: 2022
: Theses
: StatisticsSocial networksOnline social networksSocial hierarchy in animalsMarkov processesLatent variables

9. Learning predictive models from menstrual cycle data

: Li, Kathy Yinuo
: 2022
: Theses
: MathematicsMedical sciencesStatisticsMenstruationMenstrual cycleWireless communication systems in medical care

10. Modeling Random Events

: Quintos Lima, Alejandra
: 2022
: Theses
: Mathematical modelsStatisticsRandom data (Statistics)MicrofinanceMarkets--ForecastingFinancial crises--Mathematical models

11. Modernizing Markov Chains Monte Carlo for Scientific and Bayesian Modeling

: Margossian, Charles Christopher
: 2022
: Theses
: StatisticsBayesian statistical decision theoryMarkov processesMonte Carlo method

12. On Recovering the Best Rank-? Approximation from Few Entries

: Xu, Shun
: 2022
: Theses
: StatisticsRanking and selection (Statistics)--Data processing

13. 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

14. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning

: Lut, Yuliia
: 2022
: Theses
: StatisticsMachine learningPrivacyData protectionInternet searching

15. Statistical approach to tagging stellar birth groups in the Milky Way

: Ratcliffe, Bridget Lynn
: 2022
: Theses
: AstronomyStatisticsStars--FormationStars--Age--MeasurementGalaxies--Formation

16. Statistical Perspectives on Modern Network Embedding Methods

: Davison, Andrew
: 2022
: Theses
: StatisticsMachine learning--Statistical methodsMachine learning--Graphic methodsComputer networks

17. A Cognitively Diagnostic Modeling Approach to Diagnosing Misconceptions and Subskills

: Elbulok, Musa
: 2021
: Theses
: StatisticsMultiple-choice examinationsBayesian statistical decision theory

18. A Computational Perspective of Causal Inference and the Data Fusion Problem

: Correa, Juan David
: 2021
: Theses
: Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning

19. Advances in Statistical Machine Learning Methods for Neural Data Science

: Zhou, Ding
: 2021
: Theses
: StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging

20. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts

: Yuan, Jie
: 2021
: Theses
: Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology

21. Causal Mediation Analysis for Effect Heterogeneity

: Zhang, Jiaqing
: 2021
: Theses
: StatisticsBiometryMediation (Statistics)Public health

22. Characterization of the Fluctuations in a Symmetric Ensemble of Rank-Based Interacting Particles

: Garrido Garcia, Miguel Angel
: 2021
: Theses
: StatisticsMathematicsStochastic processesStochastic differential equations

23. Deconvolution Problems for Structured Sparse Signal

: Kuo, Han-wen
: 2021
: Theses
: Electrical engineeringComputer scienceStatisticsAlgorithms

24. Essays in Applied Econometrics and Labor Economics

: Goff, Leonard
: 2021
: Theses
: EconomicsStatisticsEconometricsMicroeconomicsOvertime

25. Event History Analysis in Multivariate Longitudinal Data

: Yuan, Chaoyu
: 2021
: Theses
: StatisticsBayesian statistical decision theoryMarkov processesGaussian processesMedical statisticsMyocardial infarctionLongitudinal studies

26. 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

27. High-dimensional Asymptotics for Phase Retrieval with Structured Sensing Matrices

: Dudeja, Rishabh
: 2021
: Theses
: StatisticsGaussian processesMatricesIterative methods (Mathematics)

28. Meta-analyzing logistic regression slopes: A partial effect size for categorical outcomes

: Anderson, Nicholas
: 2021
: Theses
: StatisticsLogistic regression analysisAlbuminsMortalitySimulation methods

29. 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

30. 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

31. Multiple Imputation for Handling Missing Data of Covariates in Meta-Regression

: Diaz Yanez, Karina Gabriela
: 2021
: Theses
: StatisticsSocial sciences--Study and teachingResearchMultiple imputation (Statistics)

32. On the Construction of Minimax Optimal Nonparametric Tests with Kernel Embedding Methods

: Li, Tong
: 2021
: Theses
: StatisticsGaussian processesNonparametric statistics

33. Phase retrieval in the high-dimensional regime

: Bakhshizadeh, Milad
: 2021
: Theses
: StatisticsX-ray crystallographyX-ray diffraction imagingAstronomical photographySpectrum analysis

34. Semiparametric Inference of Censored Data with Time-dependent Covariates

: Chu, Chi Wing
: 2021
: Theses
: StatisticsAnalysis of covarianceAIDS (Disease)Clinical trials

35. Sequential Rerandomization in the Context of Small Samples

: Yang, Jiaxi
: 2021
: Theses
: StatisticsEducationProbabilitiesSampling (Statistics)Stochastic processesEarly childhood education--Research

36. Statistical Learning for Process Data

: Wang, Zhi
: 2021
: Theses
: StatisticsComputer-assisted instructionProblem solving

37. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders

: Wang, Qinxia
: 2021
: Theses
: BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography

38. Toward a scalable Bayesian workflow

: Yao, Yuling
: 2021
: Theses
: StatisticsBayesian statistical decision theoryBayesian statistical decision theory--Mathematical models

39. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics

: Moretti, Antonio Khalil
: 2021
: Theses
: Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)

40. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization

: Xu, Ji
: 2020
: Theses
: Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

41. Community Detection in Social Networks: Multilayer Networks and Pairwise Covariates

: Huang, Sihan
: 2020
: Theses
: StatisticsMachine learningSocial networksAlgorithms--Evaluation

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. Deep Probabilistic Graphical Modeling

: Dieng, Adji Bousso
: 2020
: Theses
: StatisticsComputer scienceGraphical modeling (Statistics)Machine learning

45. Essays in Econometrics

: Feng, Junlong
: 2020
: Theses
: EconomicsEconometricsStatisticsNonparametric statistics

46. Exact simulation algorithms with applications in queueing theory and extreme value analysis

: Liu, Zhipeng
: 2020
: Theses
: Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods

47. Feature Selection for High Dimensional Causal Inference

: Lu, Rui
: 2020
: Theses
: StatisticsEducational evaluationEducation and stateSchool management and organizationMachine learning--Statistical methodsInference--Mathematical models

48. Generative Modeling and Inference in Directed and Undirected Neural Networks

: Stinson, Patrick
: 2020
: Theses
: StatisticsComputer scienceNeural networks (Computer science)Distribution (Probability theory)Distribution (Probability theory)--Mathematical models

49. High-dimensional asymptotics: new insights and methods

: Wang, Shuaiwen
: 2020
: Theses
: StatisticsLinear models (Statistics)Regression analysis--Asymptotic theoryEstimation theory--Asymptotic theoryStandard deviations

50. Human Papillomavirus Vaccination, Online Health Information Seeking, and Health Literacy among Transgender and Gender Nonbinary People

: Pho, Anthony T.
: 2020
: Theses
: Medical sciencesPapillomavirus vaccinesTransgender peopleStatisticsSexually transmitted diseases--Treatment

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