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Dr Guangquan Li

Senior Lecturer

Department: Mathematics, Physics and Electrical Engineering

EE Guangquan Li Staffprofile 255 (1)I am a Lecturer in Statistics at Northumbria University. My research interests lie in developing and applying Bayesian methods to analyze data arising from health and social sciences. My current research areas include developing novel spatiotemporal models for forecasting, policy evaluation and surveillance (with applications to disease and crime) and developing clustering techniques for time-dependent data (e.g. clustering time trends of burglary rates in a study region).

After I obtained my degree in Mathematics from Newcastle University in 2004, I moved to Imperial College London to study for a Ph.D. in medical statistics.  My thesis, entitled “Stochastic models for carcinogenesis”, focuses on developing mathematical models for describing the initiation and progression of cancer at the cellular level. My Ph.D. viva took place in May 2008 with a rather unexpected outcome of “passed without corrections” (many thanks to my PhD supervisors Dr. Mark Little and Prof Paolo Vineis). After the submission of the thesis, I spent three interesting months in Japan, working at the Radiation Effects Research Foundation in Hiroshima. There I worked on a collaborative research project on evaluating impacts, due to errors in dose estimations, on risk assessment of the atomic bomb survivors. Since late 2008 (till mid-2013), I had been a research associate back at Imperial College London. I worked on various projects with a number of national and international collaborators. In July 2013, I joined Northumbria University as a Lecturer in Statistics. I am a fellow of the Royal Statistical Society

Qualifications

  • Statistics PhD September 01 2004
  • Information not provided Royal Statistical Society (RSS) 2013

Key Publications

  • Please visit the Pure Research Information Portal for further information
  • Spatiotemporal modelling of correlated small-area outcomes, Quick, M., Li, G., Law, J. 1 Apr 2019, In: Geographical Analysis
  • The ecology of outdoor rape, Ceccato, V., Li, G., Haining, R. 1 Mar 2019, In: European Journal of Criminology
  • Time-varying relationships between land use and crime, Quick, M., Law, J., Li, G. 1 Jul 2019, In: Environment and Planning B: Planning and Design
  • Crime-general and crime-specific spatial patterns: A multivariate spatial analysis of four crime types at the small-area scale, Quick, M., Li, G., Brunton-Smith, I. Sep 2018, In: Journal of Criminal Justice
  • Mind the Step, Pina-Sánchez, J., Brunton-Smith, I., Li, G. 9 Nov 2018, In: Criminology and Criminal Justice
  • Future life expectancy in 35 industrialised countries: projections with a Bayesian model ensemble, Kontis, V., Bennett, J., Mathers, C., Li, G., Foreman, K., Ezzati, M. 1 Apr 2017, In: The Lancet
  • Small area forecasts of cause-specific mortality: application of a Bayesian hierarchical model to US vital registration data, Foreman, K., Li, G., Best, N., Ezzati, M. Jan 2017, In: Journal of the Royal Statistical Society. Series C: Applied Statistics
  • The future of life expectancy and life expectancy inequalities in England and Wales: Bayesian spatiotemporal forecasting, Bennett, J., Li, G., Foreman, K., Best, N., Kontis, V., Pearson, C., Hambly, P., Ezzati, M. Jul 2015, In: The Lancet
  • Trends and mortality effects of vitamin A deficiency in children in 138 low-income and middle-income countries between 1991 and 2013: a pooled analysis of population-based surveys, Stevens, G., Bennett, J., Hennocq, Q., Lu, Y., De-regil, L., Rogers, L., Danaei, G., Li, G., White, R., Flaxman, S., Oehrle, S., Finucane, M., Guerrero, R., Bhutta, Z., Then-paulino, A., Fawzi, W., Black, R., Ezzati, M. 1 Sep 2015, In: The Lancet Global Health
  • Space–time variability in burglary risk: A Bayesian spatio-temporal modelling approach, Li, G., Haining, R., Richardson, S., Best, N. Aug 2014, In: Spatial Statistics

PGR Supervision

Mark Hancock Start: 01/10/2017


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