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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

36. Contagion and Systemic Risk in Financial Networks

Moussa, Amal
2011
Theses
FinanceStatistics

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