Campus Directory

Pronouns he, him, his, his, himself

Division Social Sciences Division
Baskin School of Engineering

Department/College/Unit Social Sciences Division
Statistics

Title Interim Dean of Social Sciences
Professor

Affiliation Faculty

Faculty Type Regular Faculty

Areas of Expertise Statistics

Web Site

Primary Office Location Humanities & Social Sciences Building
460B

Additional Location(s) E2 537A

Office Hours for Students/ Office Hours By Appointment

Mail Stop Division Of Social Sciences

Research Interests

• Bayesian statistics
• Computer simulation experiments
• Spatial statistics
• Optimization
• Inverse problems
• Nonparametric regression
• Classification and clustering

Awards, Honors and Grants

Fellow of the American Statistical Association

Selected Publications

• Pourmohamad and Lee (2021). Bayesian Optimization with Application to Computer Experiments. Cham, Switzerland: Springer Nature.
• Gramacy, Gray, Le Digabel, Lee, Ranjan, Wells, and Wild (2016). Modeling an Augmented Lagrangian for Blackbox Constrained Optimization, Technometrics, 58, 1-11.
• Gramacy and Lee (2008). Bayesian Treed Gaussian Process Models with an Application to Computer Modeling, JASA, 103, 1119-1130.
• Lee (2007). Chocolate Chip Cookies as a Teaching Aid, The American Statistician, 61, 351-355.
• Lee and Ferreira (2007). Multiscale Modeling: A Bayesian Perspective. New York: Springer-Verlag.
• Lee (2004). Bayesian Nonparametrics via Neural Networks. Philadelphia: Society for Industrial and Applied Mathematics.