Name | Year | Occupation & Employer | Advisor | Dissertation Title |
---|---|---|---|---|
Chakrabarty, Sayan | 2024 | Yuguo Chen |
Computationally efficient methods for large networks via subsampling |
|
Chen, Zhe | 2024 | Ruoqing Zhu |
Selected Topics on Design-Based Causal Inference |
|
Gao, Hanjia | 2024 | Xiaofeng Shao |
Nonparametric Testing in Modern Statistics: A Personal Journey |
|
Garett, Robert | 2024 | Bo Li |
Methods for Comparison and Analysis of Spatiotemporal Fields |
|
Liu, Ying | 2024 | Steven Culpepper | ||
Qian, Christopher | 2024 | Bo Li |
Uncertainty Quantification in Machine Learning with Bayesian Models |
|
Xu, Tianning | 2024 | Ruoqing Zhu |
Statistical Uncertainty Quantification for Machine Learning Models and Training Acceleration for Graph Neural Networks |
|
Yan, Shen | 2024 | Daniel Eck | ||
Yao, Rentian | 2024 | Yun Yang |
Optimization in the Space of Probability Distributions with Applications in Statistics |
|
Barbehenn, Alton | 2023 | Sihai Dave Zhao | Problems in large-scale estimation | |
Campos, Mauricio |
2023 | Bo Li | ||
Chaudhuri, Anamitra | 2023 | Postdoctoral Research Associate, Department of statistics, Texas A&M University | Georgios Fellouris | Sequential multiple testing and quickest change detection for dependent data streams |
Chen, Yifan | 2023 | Assistant Professor, Computer Science, Hong Kong Baptist University | Yun Yang | Efficient Approximation of Matrix-Intensive Computations via Subsampling Sketches |
He, Shishuang | 2023 | Feng Liang | Identifiability and Estimation of Mixed Membership Stochastic Blockmodels | |
Ojha, Abhishek | 2023 | Naveen Narisetty | A Conditional Bayesian Approach with Valid Inference for High-Dimensional Logistic Regression | |
Qu, Tianyi | 2023 | Xinran Li | ||
Tang, Rong | 2023 | Assistant Professor, Mathematics, Hong Kong University of Science and Technology | Yun Yang | Some Advances in Bayesian Inference and Generative Modeling |
Wang, Mengchen | 2023 | Machine Learning Engineer, Nextdoor | Bo Li & Trevor Harris | Changepoint Detection and Estimation for Spatially Indexed Functional Time Series |
Warner, Austin | 2023 | Georgios Fellouris | ||
Xing, Yiming | 2023 | Georgios Fellouris | Topics in Sequential Hypothesis Testing | |
Yang, Zihao | 2023 | Xiaofeng Shao | Exploring the Design and Analysis of Complex Experiments: Selective Randomization and Peer Influence | |
Yu, Albert | 2023 | Jeffrey Douglas | ||
Cui, Xiang | 2022 | Applied Scientist, Amazon |
Yuguo Chen & Alexandra Chronopoulou |
Inferring influence in dynamic networks and multiple sampling for estimation of fractional Brownian motion |
Formentini, Sarah | 2022 |
Statistical Scientist, Crop Science, |
Ruoqing Zhu | Survival random forests: quantifying uncertainties and other extensions |
Han, Wei | 2022 | , | Yun Yang | |
Li, Ke | 2022 | Research Scientist, Meta |
Naveen Narisetty & Yun Yang |
Topics in High-Dimensional Linear Bandits and Approximate Bayesian Sampling |
Loyal, Joshua | 2022 | Assistant Professor, Department of Statistics, Florida State University |
Yuguo Chen & Ruoqing Zhu |
Dimension Reduction Methods for Quantifying Local Variable Importance and the Statistical Analysis of Network Data |
Tu, Robin | 2022 | Dave Zhao | Methylation and High Dimensional Data Integration | |
Xin, Huiqin | 2022 | Research Scientist, Meta |
Dave Zhao | Simultaneous Multiparameter Estimation |
Zhang, Yangfan | 2022 | Xiaofeng Shao & Yun Yang | Statistical inference in high dimensional data and machine learning | |
Zhou, Wenzhuo | 2022 | , | Ruoqing Zhu | |
Deng, Yujia | 2021 | Software Engineer, Meta |
Annie Qu | Spatial correlation tensor and query-augmented active clustering |
Harris, Trevor | 2021 | Assistant Professor, Department of Statistics Texas A&M University |
Bo Li | Functional data methods for climatological processes |
Li, Yutong | 2021 | Principal Biostatistician, Statistical Analytics and Methodologies Novartis Pharmaceuticals |
Ruoqing Zhu | Machine learning methodologies for high dimensional biomedical & bioinformatics applications |
Liu, Yan | 2021 | Research Scientist, Meta |
Yuguo Chen | Statistical inference for complex networks |
Sass, Danielle | 2021 | Assistant Professor of Instruction in Statistics, Department of Statistics Northwestern University |
Bo Li | Spatio-temporal data modeling with applications to weather and disease |
Wang, Yihe | 2021 | Research Scientist, Meta |
Sihai Dave Zhao | Simultaneous estimation approaches to large-scale multivariate regression |
Wu, Teng | 2021 | Data Scientist, Microsoft |
Xiaofeng Shao Naveen Narisetty |
Change point detection for high dimensional data and valid inference for Bayesian linear models |
Yun, Sooin | 2021 | Visiting Associate Professor, Department of Statistics University of Illinois Urbana-Champaign |
Li Bo | Evaluation of the difference between two spatiotemporal random fields |
Zhou, Ruixuan | 2021 | Data Scientist, Waymo |
Sihai Dave Zhao | Problems in high-dimensional mediation analysis |
The Department of Statistics at the University of Illinois Urbana-Champaign proudly recognizes the accomplishments of our PhD alumni, whose contributions have advanced the field of statistics in meaningful ways. Since the department's inception in 1985, our graduates have excelled in academia, industry, and beyond, shaping the future of data science and quantitative research. This comprehensive directory features each alumnus' most current known occupation, employer, dissertation title, and advisor, with links to select dissertations where available.
In addition to our graduates, we also recognize honorary alumni, including the renowned statistician David H. Blackwell, whose groundbreaking work and influence have left an enduring legacy. We invite you to explore the accomplishments of our PhD alumni, whose work continues to shape the future of statistics.
Statistics Doctoral Degree Recipients 2021-Present
Statistics Doctoral Degree Recipients 2011-2020
Statistics Doctoral Degree Recipients 2011-2020
Name | Year | Occupation & Employer | Advisor | Dissertation Title |
---|---|---|---|---|
Fan, Zhewen | 2010 | Senior Manager in Data Science and Machine Learning, Intuit San Diego, CA |
Jeffrey Douglas Xiaofeng Shao |
Statistical issues and developments in time series analysis and educational measurement |
He, Zhi | 2010 | Quantitative Analyst, |
Douglas Simpson | Semiparametric Inference |
Hsu, Ya-Hui (Kate) | 2010 | Associate Director, Biostatistics, Horizon Therapeutics |
Xuming He | Applications of quantile regression to estimation and detection of some tail characteristics |
Kim, Ji Young | 2010 | Principal Statistician, Merck Pharmaceutical |
Xuming He | Robust methods for analyzing multivariate responses with application to time-course data |
Yang, Ji Yeon | 2010 | Assistant Professor , Kumoh National Institute of Technology, Korea |
Xuming He | Statistical modeling of protein lysate array data |
Feng, Xingdong | 2009 | Associate Professor School of Statistics and Management, School of Statistics and Management Shanghai University of Finance and Economics |
Xuming He | Dimensionality of Data Matrices With Applications to Gene Expression Profiles |
Hong, Feng | 2009 | Associate Director, Takeda Cambridge, MA |
Xuming He | Contributions to Statistical Problems Related to Microarray Data |
Lin, Guixian | 2009 | Principal Statistician, Abiomed |
Xuming He Stephen Portnoy |
Quantile Regression With Censored Data |
Hong, Hyokyoung (Grace) | 2008 | Assistant Professor, Department of Statistics and Probability Michigan State University |
Xuming He | Prediction of Conditional Quantiles in Ordinal Regression With Applications to Aging Research |
Huebner, Alan | 2008 | Associate Teaching Professor, Department of Applied and Computational Mathematics and Statistics University of Notre Dame |
Douglas Simpson | Modeling Correlated Ordinal Data: Marginal and Conditional Approaches |
Li, Di | 2007 | Associate Director, Biostatistics, Eisai Co. Ltd. |
Xuming He | Markov Chain Marginal Bootstrap for Generalized Estimating Equations |
Liu, Heng | 2007 | Senior Quantitative Analyst, Google Inc, |
Douglas Simpson | Bicriterion Clustering and Selecting the Optimal Number of Clusters via Agreement Measure |
Gao, Bing | 2006 | Biostatistician, Amgen |
Hernando Ombao | Clustering Analysis for Non-Stationary Time Series |
Li, Xiaodong | 2006 | Biostatistician, Merck |
Jeffrey Douglas | Methods and Theory for Joint Estimation of Incidental and Structural Parameters in Latent Class Models |
Noe, Doug | 2006 | Assistant Professor, Department of Mathematics and Statistics Miami University |
Xuming He | Partially Bayesian Variable Selection in Classification Trees |
Wang, Huixia (Judy) | 2006 | Associate Professor, Department of Statistics George Washington University |
Xuming He | Inference on Quantile Regression for Mixed Models With Applications to GeneChip Data |
Yang, Yan | 2006 | VP, Quantitative Analysis, Bank of America |
Douglas Simpson | Marginal Mixture Analysis of Correlated Bounded -Response Data |
Choi, Hyunyoung | 2005 | Director, Data Science, BrightRoll |
Hernando Ombao | Topics in Nonstationary Time Series |
Mu, Yunming | 2005 | Biostatistician, Genentech |
Xuming He | Power Transformation Towards Linear or Partially Linear Quantile Regression Models |
Neocleous, Tereza | 2005 | Senior Lecturer, Department of Statistics University of Glasgow |
Stephen Portnoy | A Partly Linear Model for Censored Regression Quantiles |
Zhou, Jianhui | 2005 | Associate Professor, Department of Statistics University of Virginia |
Xuming He | Robust and Constrained Dimension Reduction |
Zhou, Tianyue | 2005 | Director of Biostatistics, Sanofi-Aventis |
Xuming He | Linear Mixed Models With Non-Normal Distributions |
Georgescu, Constantin | 2004 | , | Stephen Portnoy | Finite Population Quantile Estimators |
Wei, Ying | 2004 | Vice Chair of Research, Department of Biostatistics Columbia University |
Xuming He | Longitudinal Growth Charts Based on Semi-Parametric Quantile Regression |
Xu, Xueli | 2004 | , Educational Testing Services (ETS) |
Jeffrey Douglas | Computerized Adaptive Testing and Equating Methods With Nonparametric IRT Models |
Lin, Nan | 2003 | Professor, Department of Mathematics Washington University, St. Louis, MO. |
Xuming He | Three Statistical Problems With Imprecisely or Incompletely Observed Data |
Kim, Mi-Ok | 2003 | , | Xuming He | Quantile Regression in a Varying Coefficient Model |
Kocherginsky, Maria | 2003 | , | Xuming He | Extensions of Markov Chain Marginal Bootstrap |
Hartz, Sarah | 2002 | Associate Professor, Department of Psychiatry Washington University School of Medicine |
William Stout | A Bayesian Framework for the Unified Model for Assessing Cognitive Abilities: Blending Theory With Practicality |
No 2001 Degree Recipients |
Name | Year | Occupation & Employer | Advsor | Dissertations |
---|---|---|---|---|
Froelich, Amy Goodwin | 2000 | Associate Professor, Department of Statistics Iowa State University |
William Stout | Assessing Unidimensionality of Test Items and Some Asymptotics of Parametric Item Response Theory |
Fu, Limin | 2000 | Director, Prepayment and Credit Risk Modeling, Indymac Bank |
Douglas Simpson | Unified Ordinal Regression: Model Assessment and Semiparametric Analysis |
Galfalvy, Hanga | 2000 | Associate Professor of Biostatistics, Columbia University |
Douglas Simpson | Censored Regression Models With Applications to Infrastructure Degradation Studies |
Liu, Li | 2000 | Biometrics and Data Management, Sanofi-Aventis |
Xuming He | Building a Nonparametric Model After Dimension Reduction |
Trachtenberg, Felicia Lynn | 2000 | Statistician, New England Research Institute |
Xuming He | Contributions to Estimation in Item Response Theory |
Gao, Yonghong | 1999 | Staff Fellow, U.S. Department of Health and Human Services |
John Marden | Rank-Based Procedures for Some Multivariate Problems |
Habing, Brian | 1998 | Associate Professor, Department of Statistics University of South Carolina |
William Stout | Some Issues in Weak Local Independence in Item Response Theory |
Gao, Furong | 1997 | , CTB/McGraw Hill |
William Stout | DIMTEST Enhancements and Some Parametric IRT Asymptotics |
Chen, Huann-Sheng | 1996 | Mathematical Statistician and Program Director, Statistical Methodology and Applications Branch National Cancer Institute |
Douglas Simpson | Estimation in random field models for noisy spatial data |
Ge, Nanxiang (Sean) | 1996 | Senior Director, Biostatistics, Daiichi Sankyo Pharma Development |
Douglas Simpson | Contributions to classification and calibration with high-dimensional data |
Jiang, Hai | 1996 | Senior Director, Biostatistics, Novartis Pharmaceuticals Corp. |
William Stout | Applications of computational statistics in cognitive diagnosis and IRT modeling |
Tsukahara, Hideatsu | 1996 | Professor, Department of Economics Seijo University, Tokyo |
Ditlev Monrad | Weak convergence and the prediction process |
Wu, Hongsheng | 1996 | , Health Decisions, Inc |
William Stout | Some issues in item response theory |
Xie, Minge | 1996 | Professor, Department of Statistics Rutgers University |
Douglas Simpson | Regression modeling: Latent structure, theories and algorithms |
Zhang, Jinming | 1996 | Professor, Department of Educational Psychology, Statistics University of Illinois Urbana-Champaign |
William Stout | Some fundamental issues in item response theory with applications |
Choi, Kyungmee | 1995 | , College of Science and Technology Hongik University, Jochiwon, Korea |
John Marden | Nonparametric multivariate multisample tests of the location problem and multivariate regression based on directions of data |
Jeffrey, Douglas | 1995 | Professor, Department of Statistics University of Illinois Urbana-Champaign |
William Stout | Theory and applications of nonparametric regression in item response theory |
Li, Hsin-Hung | 1995 | Associate Professor, Department of Mathematics National Chunghua University of Education, Chunghua, Taiwan |
William Stout | New nonparametric statistical procedures for analyzing bias/DIF and dimensionality in item response data |
Xu, Yi | 1995 | , Agouron Pharmaceuticals, Inc. |
Adam Martinsek | Sequential confidence bands for densities |
Zhao, Quanshui | 1995 | Director, Citigroup |
Stephen Portnoy | Estimation and inference for conditionally heteroscedastic models |
Zhou, Kenneth Qing | 1995 | , | Stephen Portnoy | Quantile regression and survival analysis |
Kim, Hae-Rim | 1994 | , | William Stout | New techniques for the dimensionality assessment of standardized test data |
Kundu, Subrata | 1994 | Associate Professor, Department of Statistics George Washington University |
Adam Martinsek | Some topics in sequential density estimation |
Shen, Liji | 1994 | Director, Sanofi-Aventis |
Stephen Portnoy | Some topics on robust nonparametric regression and regression quantiles |
Raghavan, Nandini | 1993 | Pharmaceutical Research and Development, Johnson & Johnson |
Dennis Cox | Bayesian Inference in Nonparametric Logistic Regression |
Lai, Kunjung | 1993 | Associate Professor, Department of Statistics Feng-Chia University, Taichung, Taiwan |
Ziliang Ying | On Logistic Regression Approach to Survival Data and Power Divergence Statistics for Life Tables |
Muyot, Maria | 1993 | , | John Marden | The use of rank tests in analysis of variance |
Huang, Bidan | 1992 | Director, Immunology, AbbVie |
Jerome Sacks | Design, estimation, and prediction of computer experiments with applications to spatial data |
Chang, Hua-Hua | 1992 | Charles R. Hicks Chair Professor, Professor of Statistics, Educational Psychology & Research Methodology Purdue University |
William Stout | Some theoretical and applied results concerning item response theory model estimation |
Amarasinghe, Upali | 1991 | , International Water Management Institute |
Dennis Cox | Comparison of several curves in the context of nonparametric regression |
Chang, Yuan-Chin (Ivan) | 1991 | Associate Research Fellow, Institute of Statistical Science Academia Sinica, Taiwan |
Adam Martinsek | Some sequential estimation problems in logistic regression models |
Chang, Yue-Fang | 1991 | , | Dennis Cox | Recursive methods for statistical prediction with applications |
Park, Jeong-Soo | 1991 | , Department of Statistics, Info-Telecomm Research Institute Chonnam National University, Kwangju, South Korea |
Dennis Cox | Tuning complex computer codes to data and optimal designs |
Name | Year | Occupation & Employer | Advisor | Dissertation Title |
---|---|---|---|---|
Guo, Sha-Lin | 1990 | , Ta Hwa Institute of Technology Hsinchu, Taiwan |
Douglas Simpson | Inferences on high-dimensional data |
Kim, Tae Yoon | 1990 | Professor, Department of Statistics Keimyung University, Taegu, Korea |
Dennis Cox | Optimal bandwidth selection rule for kernel regression estimator with dependent variables |
Lee, Albert Fu-Yuan | 1990 | Senior Statistician, Cerner Health Insights, Cerner Corporation |
John Marden | Complete classes of two-stage estimation procedures for certain finite sample problems |
Navarro, Mercidita | 1990 | Senior Statistician, Roche Global Development |
Adam Martinsek | Sequential estimation of quantiles and adaptive sequential estimation of location and scale parameters |
Sheu, Chyong-Hwa | 1990 | , Department of Mathematics Harold Washington College |
Andrew Barron | Density estimation with Kullback-Leibler loss |
Abu-Dayyeh, Walid Ahmad | 1989 | , | John Marden | Bahadur exact slope, Pitman efficiency, and local power for combining independent tests |
Chung, Lyinn | 1989 | Associate Professor, Department of Statistics National Taipei University, Taipei, Taiwan |
John Marden | The use of nonnull models for ranks in nonparametric statistics |
Clarke, Bertrand | 1989 | Professor and Chair, Department of Statistics University of Nebraska |
Andrew Barron | Asymptotic cumulative risk and Bayes risk under entropy loss, with applications |
He, Xuming | 1989 | Professor, Department of Statistics University of Michigan |
Stephen Portnoy | Contributions to the theory of statistical breakdown |
Shealy, Robin Todd | 1989 | , | William Stout | An item response theory-based statistical procedure for detecting concurrent internal bias in ability tests |
Thompson, Peter | 1989 | Associate Professor, Department of Mathematics & Computer Science Wabash College |
John Marden | Admissibility ofp-value rules |
Chen, Lin-An | 1988 | Professor, Institute of Statistics National Chiao Tung University, Taiwan |
||
Junker, Brian | 1988 | Professor, Department of Statistics Carnegie Mellon University |
William Stout | Statistical Aspects of a New Latent Trait Model |
Kim, Sung Lai | 1987 | , | Robert Wijsman | Sequential Confidence Sets With Beta-Protection in the Presence of Nuisance Parameters |
Shu, Wun-Yi | 1987 | Associate Professor, Institute of Statistical Science National Tsing Hua University, Taiwan |
Adam Martinsek | Limit Theorems for Processes and Stopping Rules in Adaptive Sequential Estimation |
Zakeri, Issa F. | 1987 | Professor, Department of Epidemiology and Biostatistics Drexel University |
Robert Awijsmon | Sequential Confidence Sets With Guaranteed Coverage Probability and Beta-Protection in Multiparameter Families |
Al-Rawwash, Hussein Moh'd | 1986 | , | John Marden | Improving Inadmissible Hypothesis Testing Procedures in Exponential Family Statistical Models (Lrt, Pointwise Compactness, One-Sided Alternatives) |
Juhlin, Kenton | 1985 | Principal Scientist, Biometrics and Statistical Sciences Proctor & Gamble |
Robert Wijsman | Sequential and Non-Sequential Confidence Intervals With Guaranteed Coverage Probability and Beta-Protection (Estimation, Statistics, Minimaxity) |
Prior to the Department's founding in 1985: The alumni listed below earned their degrees from the Mathematics Department, with dissertation work closely aligned to statistics, which was then a division within Mathematics. They are recognized as honorary alumni of the Statistics Department for their significant contributions to the field.
Name | Year | Occupation & Employer | Advisor | Dissertation Title |
---|---|---|---|---|
Naiman, Daniel |
1982 |
Professor/Chair |
Robert Bohrer |
|
Hooper, Peter Michael |
1981 |
Professor |
Robert Wijsman |
|
Ringland, James |
1980 |
Sandia National Laboratories, Lockheed Martin Company (for US Dept. of Energy), Livermore, CA |
Stephen Portnoy |
Asymptotic Expansions for Studentized M-Estimators With Applications to Multiple Comparisons |
Schervish, Mark John |
1979 |
Professor/Head |
Robert Wijsman |
|
Gaynor, John Anthony |
1976 |
Purdue University |
S.S. Jogdeo |
|
Bock, Mary Ellen |
1974 |
Professor |
Robert Ash |
Certain Minimax-Estimators of the Mean of a Multivariate Normal-Distribution |
Hensler, Gary Lee |
1974 |
Syracuse University |
Jacob Wolfowitz |
Jointly Asymptotically Efficient Non-Parametric Estimation of Regression and Scale Parameters |
Perng, Shien-Sen |
1974 |
Howard University |
Robert Wijsman |
Stopping Time of Invariant Sequential Probability Ratio Tests in Multivariate Analysis of Variance |
Gordon, Robert David |
1973 |
North Dakota State |
S.S. Jogdeo |
|
Abu-Salih, Muhammad Subhi Abdul-Kadir |
1969 |
|
Robert Wijsman |
|
Meeden, Glen Dale |
1968 |
Professor |
Colin Blyth |
|
Staudte, Robert George, Jr. |
1968 |
Assoc. Prof., Sch. Stat. Sci., La Trobe University, Bundoora, VIC 3083, Australia |
Colin Blyth |
|
Koehn, Uwe |
1968 |
Professor/Chair |
Robert Wijsman |
|
Wong, Seok Pin |
1967 |
Professor, Dept. Mathematical Sciences, Memphis SU |
Robert Wijsman |
Asymptotically Optimum Properties of Certain Sequential Tests |
Nelson, Wayne Bryce |
1965 |
General Electric Research & Development |
Robert Wijsman |
Minimax Solution of Statistical Decision Problems by Iteration |
Wirjosudirdjo, Sunardi |
1962 |
Institute Teknologi Bandung |
Donald Burkholder & |
|
Singh, Rajinder |
1960 |
|
Joseph Doob |
|
Wasan, Madanial Tilakchand |
1960 |
Assistant Professor |
Joseph Doob |
|
Farrel, Roger Hamlin |
1959 |
Professor |
Joseph Doob |
|
Katz, Morris Wolfe |
1959 |
Professor |
Donald Burkholder |
Admissible and Minimax Estimates of Parameters in Truncated Spaces |
McLemore, Benjamin Henry, Jr. |
1959 |
|
W.G. Madow |
|
Fend, Alvin Vincent |
1956 |
Academic Faculty |
W.G. Madow |
Unbiased Estimation and Admissibility and the Treatment of Ties in the Sign Test |
Healy, William Carleton, Jr. |
1955 |
|
W.G. Madow |
|
Nicholson, Wesley Lathrop |
1955 |
Pacific Northwest Laboratory |
W.G. Madow |
Uniform Admissibility and Its Application to Classification Problems |
Bey, Douglas Rudolph |
1954 |
Associate Professor |
W.G. Madow |
|
Blackwell, David H. |
1941 |
Professor |
Joseph Doob |