Publications (*: Students)
Agarwal, A., Lee, K. H. (co-first author), and Xue, L. (2025) Clustering Time-Evolving Networks Using Temporal Exponential-Family Random Graph Models with Conditional Dyadic Independence and Dynamic Latent Blocks. Journal of Computational and Graphical Statistics. 1-21.
Liu, Q.*, Lee, K. H., and Kang, H. B. (2025) Finite Mixtures of Functional Graphical Models: Uncovering Heterogeneous Dependencies in High-Dimensional data. PLoS ONE 20(1): e0316458.
Syed, A. A. S.*, Lee, K. H., Waheed, M., and Saleh, S. (2024) Measuring the Financial Stability Sentiments and Evaluating their Impacts on Financial Soundness, Financial Stability, and the Macroeconomy of Pakistan. Asia-Pacific Journal of Regional Science, 1-30.
Atandoh, P. H.* and Lee, K. H. (2023) Statistical Clustering of Documents via Stochastic Blockmodels. Journal of Applied Statistics, 51(10), 1878-1893.
Beenen, K. T., Garton, N., Carroll, E., Tang, A., Berry, S., Lee, K. H., McGoff, T., and Soares, N. (2023) Extracting Data from the Electronic Health Record of Patients with ADHD Reveals Pediatricians' Discussions of Educational Support and Document Collection. Perspectives in Health Information Management, 20.2.
Lee, K. H., Agarwal, A., Zhang, A. Y., and Xue, L. (2022) Model-Based Clustering of Semiparametric Temporal Exponential-Family Random Graph Models. Stat, 11.1, e459.
Lee, K. H., Chen, Q., DeSarbo, W. S., and Xue, L. (2022) Estimating Finite Mixtures of Ordinal Graphical Models. Psychometrika, 87.1, 83-106.
Lawson D., Degani, A. M., Lee, K. H., Beer, E. I., Gohlke, K. E., Hamidi, K. N., Coler, M. A., and Tews, N. M. (2022) Use of Transcutaneous Electrical Nerve Stimulation along with Functional Tasks for Immediate Pain Relief in Individuals with Knee Osteoarthritis. European Journal of Pain, 26.3, 754-765.
Kwayu, K. M.*, Kwigizile, V., Lee, K. H., Oh, J. S., and Nelson, T. (2021) Automatic Topics Extraction from Crowdsourced Cyclists Near-Miss and Collision Reports using Text Mining and Artificial Neural Networks. International Journal of Transportation Science and Technology.
Syed, A. A. S.* and Lee, K. H. (2021) Macroeconomic Forecasting for Pakistan in a Data-Rich Environment. Applied Economics, 53.9, 1077-1091.
Kwayu, K. M.*, Kwigizile, V., Lee, K. H., and Oh, J. S. (2021) Discovering Latent Themes in Traffic Fatal Crash Narratives using Text Mining Analytics and Network Topology. Accident Analysis & Prevention, 150, 105899.
Lawson. D., Lee, K. H., Kang, H. B., Yang, N., Llewellyn, T., and Takamatsu, S. (2021) Efficacy of Microcurrent Therapy for Treatment of Acute Knee Pain: A Randomized Double-Blinded Controlled Clinical Trial. Clinical rehabilitation, 35.3, 390-398.
Lee, K. H., Xue, L., and Hunter, D. R. (2020) Model-Based Clustering of Time-Evolving Networks through Temporal Exponential-Family Random Graph Models. Journal of Multivariate Analysis, 175, 104540.
Guth, D. A., Barlow, J. M., Ponchillia, P. E., Rodegerdts, L. A., Kim, D., Lee, K. H. (2019) An Intersection Database to Facilitate Access to Complex Signalized Intersections by Pedestrians with Vision Disabilities. Transportation Research Record, 2673.2, 698-709.
Lee, K. H. and Xue, L. (2018) Nonparametric Finite Mixture of Gaussian Graphical Models. Technometrics, 60.4, 511-521.
Kim, B., Lee, K. H. (co-first author), Xue, L., and Niu, X. (2018) A Review of Dynamic Network Models with Latent Variables. Statistics Surveys, 12.0, 105-135.
Lee, K. H., Ahn, H., Kim, K., and Koo, J. (2015) Geodesic Clustering for Covariance Matrix Data. Communications for Statistical Applications and Methods (CSAM), 22.4, 321-331.
Softwares
ergmclust: Model-Based Clustering of Networks through ERGMs (R Package)
Authors: Amal Agarwal, Kevin H. Lee, Lingzhou Xue, and Anna Yinqi Zhang
Current Ph.D. Students
Geraldine Laydia (Ph. D. Candidate in Statistics)
Manal Alloqmani (Ph. D. Candidate in Statistics)
Former Ph.D. Students
Chong Gu (Ph.D. in Statistics, 2023 | First Position: Biostatistician, Biodata Solutions, LLC)
Paul Atandoh (Ph.D. in Statistics, 2023 | First Position: Assistant Professor of Mathematics at Mercer University)
Amr Essam Shaban Mohamed (Ph.D. in Statistics, 2023 | First Position: Assistant Professor of Teaching in College of Health Sciences at University of Memphis)