Research

Publications

    • 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., 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

    • Chong Gu (Ph.D. Candidate in Statistics)

    • Paul Atandoh (Ph.D. Candidate in Statistics)

    • Amr Essam Shaban Mohamed (Ph.D. Candidate in Statistics)