My interests lie in the development and application of inferential mathematical models to address policy-relevant questions about infectious diseases. My main areas of research concern Malaria and HIV. Methodologically, I am interested in spatial statistics, Gaussian processes, kernel machines and machine learning.
et al., 2018, The spatial epidemiology of sickle-cell anaemia in India., Sci Rep, Vol:8
et al., 2018, Spatial mapping with Gaussian processes and nonstationary Fourier features, Spatial Statistics, Vol:28, ISSN:2211-6753, Pages:59-78
et al., 2018, Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: a systematic analysis for the Global Burden of Disease Study 2017, Lancet, Vol:392, ISSN:0140-6736, Pages:1684-1735
et al., 2018, Global, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2017: a systematic analysis for the Global Burden of Disease Study 2017, Lancet, Vol:392, ISSN:0140-6736, Pages:1859-1922
et al., 2018, malariaAtlas: an R interface to global malariometric data hosted by the Malaria Atlas Project, Malaria Journal, Vol:17, ISSN:1475-2875