Qualifications and Memberships
Bachelor of Science (Honours) (National University of Singapore)
Master of Science (Johns Hopkins)
Doctor of Philosophy (Johns Hopkins)
New Zealand Statistical Association (NZSA) (Professional Organisation): Member
Research Interests
Research interests include computational, Bayesian and nonparametric statistics, with applications in medical research, signal processing and image processing.
- Bayesian statistics
- Computational statistics
- Engineering statistics
- Nonparametric statistics
- Signal and image processing
Recent Publications
- Lee D. (2008) Exact Markov Chain Monte Carlo algorithms and their applications in probabilistic data analysis and inference. In Wang HF (Ed.), Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery: 161-183. New York: IGI Publishing.
- Hewapathirana IU., Lee D., Moltchanova E. and McLeod J. (2020) Change detection in noisy dynamic networks: a spectral embedding approach. Social Network Analysis and Mining 10(1) http://dx.doi.org/10.1007/s13278-020-0625-3.
- Suwan S., Lee DS., Tang R., Sussman DL., Tang M. and Priebe CE. (2016) Empirical Bayes estimation for the stochastic blockmodel. Electronic Journal of Statistics 10(1): 761-782. http://dx.doi.org/10.1214/16-EJS1115.
- Zahari M., Lee DS. and Darlow BA. (2016) Algorithms that eliminate the effects of calibration artefact and trial-imposed offsets of Masimo oximeter in BOOST-NZ trial. Journal of Clinical Monitoring and Computing 30(5): 669-678. http://dx.doi.org/10.1007/s10877-015-9752-1.
- Suwan S., Lee DS. and Priebe CE. (2015) Bayesian Vertex Nomination Using Content and Context. Wiley Interdisciplinary Reviews: Computational Statistics 7(6): 400-416. http://dx.doi.org/10.1002/wics.1365.
