Recent PhD Theses

Methods for Improving Performance of Precision Health Prediction Models

Efficient Bayesian Computation with Applications in Neuroscience and Meteorology

Hagar, Luke
(Stevens, N.)

Edge Estimation and Community Detection in Time-varying Networks

Sequential Monte Carlo for Applications in Structural Biology, Financial Time Series and Epidemiology

Measurement System Assessment Studies for Multivariate and Functional Data

Dynamic Treatment Regimes and Interference in Dyadic Networks: A Joint Optimization Approach

Hou-Liu, Jason
(Browne, R.)

Characterizing, optimizing and backtesting metrics of risk

Qi, Weinan
(Marriott, P., Shen, Y.)

Chen, Yuyu
(Wang, R.)

Jiang, Cong
(Wallace, M., Thompson, M.)

Kim, Nam-Hwui
(Browne, R.)

Shum, Marco Yan Shing
(Marriott, P.)

On imprecision in statistical theory

Xu, Zehao
(Oldford, W.)

Interactive and Static Statistical Graphics: Bridge to Integration

Ramsay, Kelly
(Chenouri, S.)

Data Depth Inference for Difficult Data

Zhu, Feiyu
(Lysy, M.)

Wang, Zijia
(Landriault, D.)

On First Passage Time Related Problems for Some Insurance Risk Processes

Hintz, Erik
(Lemieux, C.)

Randomized quasi-Monte Carlo methods with applications to quantitative risk management

Mao, Fangya
(Cook, R.)

Design and Analysis of Life History Studies Involving Incomplete Data

Cheng, Lu
(Zhu, M.)

Computational Methods for Compositional Epistasis Detection

Xie, Yijun
(Rice, G., Kolkiewicz, A.)

Applications of Projection Pursuit in Functional Data Analysis: Goodness-of- fit, Forecasting, and Change-point Detection

Zhuang, Haoxin
(Diao, L., Yi, G.)

Correlated Data Analysis with Copula Models or Bayesian Nonparametric Methods

Panju, Maysum
(Ghodsi, A.)

Automated Knowledge Discovery using Neural Networks

Dang, Ou
(Hardy, M.)

Efficient Nested Simulation of Tail Risk Measures for Variable Annuities

Sucholutsky, Ilia
(Schonlau, M.)

Learning From Almost No Data

Wang, Yumin
(Landriault, D.)

Selected Topics in Variable Annuities

Yang, Ce
(Cook, R.)

Topics in Study Design and Analysis Involving Incomplete Data

Xie, Bing Feng
(Cook, R.)

Failure Time Analysis with Discrete Marker Processes under Intermittent Observation

Yuan, Meng
(Li, P.)

Semiparametric Empirical Likelihood Inference under Two-sample Density Ratio Models

Tian, Zhaoyang
(Li, P., Liang, K.)

Nonparametric Estimation in a Compound Mixture Model and False Discovery Rate Control with Auxiliary Information

Shi, Yidan
(Thomson, M., Zeng, L.)

Statistical Methods for Event History Data under Response Dependent Sampling and Incomplete Observation

Koike, Takaaki
(Hofert, M.)

Risk Analysis: Measures of concordance, their compatibility and capital allocation

Prasad, Avinash Srikanta
(Hofert, M., Zhu, M.)

Dependence: From classical copula modeling to neural networks

Meng, Fei
(Saunders, D.)

Valuation and Risk Management of Hedge Fund Investments under Alternative Fee Structures

Zhang, Qihuang
(Yi, G.)

Inference Methods for Noisy Correlated Responses with Measurement Error

Chen, Yilin
(Wu, C.)

Statistical Analysis with Non-probability Survey Samples

Fang, Junhan
(Yi, G.)

Matrix-Variate Regression with Measurement Error

Qiao, Rui
(Ghodsi, A.)

Peptide Sequencing with Deep Learning

Che, Menglu
(Han, P., Lawless, J.)

Empirical Likelihood Methods for Some Incomplete Data Problems

Cao, Jingyi
(Landriault, D., Bin, L.)

Some Stochastic Optimization Problems in Reinsurance and Insurance

He, Zhoushanyue
(Schonlau, M.)

On the Automatic Coding of Text Answers to Open-ended Questions in Surveys

Jia, Huameng
(Cai, J. )

Multivariate Risk Measures for Portfolio Risk Management