Research

Please see Google Scholar for the most updated list of papers.

Student authors are indicated by ‘*’.

Please email me for copies of presentation slides or working papers.

Peer-reviewed publications

Model selection and model robustness for population size estimation in a two-sample study using capture-recapture techniques

Dong, G., McNichol, J., Cowen, L. (2024+) | Undergoing Peer Review

Overdispersed case-crossover design with application in air pollution epidemiology

Perreault, S., Dong, G., Stringer, A., Brown, P. (2024+) | Undergoing Peer Review

Use of patterns of service utilization and hierarchical survival analysis in planning and providing care for overdose patients and predicting the time-to-second overdose

Bambi, J., Olobatuyi, K., Santoso, Y., Sadri, H., Moselle, K., Rudnick, A., Dong, G., Chang, E., Kuo, A. (2024) | Undergoing Peer Review

Disparities in access to services, as evident in patients journeys: Illustrating a nuanced approach in assessing healthcare equity using patterns of service utilization across the full continuum of care

Bambi, J., Dong, G., Santoso, Y., Moselle, K., Dugas, S.*, Olobatuyi, K., Rudnick, A., Chang, E., Kuo, A. (2024) | Undergoing Peer Review

Estimating the population size of persons contending with homelessness using electronic health records

Dong, G., Moselle, K., Robertson, S., Brown, P, Cowen, L., (2024) | Journal of the Royal Statistical Society: Series A

Randomized quasi-Monte Carlo methods on triangles: Extensible lattices and sequences

Dong, G., Hintz, E., Hofert, M., Lemieux, C. (2024) | Methodology and Computing in Applied Probability

A methodological approach to extracting patterns of service utilization from a cross-continuum high dimensional healthcare dataset to support care delivery optimization for patients with complex problems

Bambi, J., Santoso, Y., Sadri, H., Moselle, K., Rudnick, A., Robertson, S., Chang, E., Kuo, A., Howie, J., Dong, G., Olobatuyi, K., Hajiabadi, M., Richardson, A., (2024) | BioMedInformatics

Adapting the Motivated Strategies for Learning Questionnaire for a writing and communication program

Mugon, J., Dong, G., Kim, N., Jobidon, E. (2023) | Collected Essays in Teaching and Learning

Dependence properties of scrambled Halton sequences

Dong, G. & Lemieux, C. (2022) | Mathematics and Computers in Simulation

On the dependence structure and quality of scrambled (t, m, s)-nets

Wiart, J., Lemieux, C., & Dong, G. (2021) | Monte Carlo Methods and Applications

Working papers, projects, and pre-prints

Extensions to generalized linear mixed cluster-weighted models

Olobatuyi, K., Dong, G., Parker, M. & Ariyo, O. (2024+) | In Progress

Integrated population modelling using point-in-time counts and electronic health records to estimate the population size of persons contending with homelessness in Greater Victoria

Dong, G., Berringer, H., Brown, P. & Cowen, L. (2024+) | In Progress

A negative dependence framework to assess different forms of scrambling

Faure, H., Dong, G., Lemieux, C. (2022) | arXiv preprint

Research Interests

Statistics Education

Computational Statistics

Quasi Monte-Carlo Methods

Population Health

Healthcare Equity

Affiliations

Applied Health Data Analytics, Vancouver Island Health Authority (Island Health), Victoria, BC, Canada