Publications

Papers

2013

S. Clifford, B. Mølgaard, S. Low Choy, J. Corander, K. Hämeri, K. Mengersen, T. Hussein, “Bayesian semi-parametric forecasting with penalised splines and autoregressive errors”, Computational Statistics and Data Analysis, accepted (2013), arXiv

F. Salimi, Z. Ristovski, M. Mazaheri, R. Laiman, L. Crilley, C. He, S. Clifford, L. Morawska, “Assessment and Application of Clustering Techniques to Atmospheric Particle Number Size Distribution for the Purpose of Source Apportionment”, Environmental Science & Technology, submitted.

S. Stevanovic, B. Miljevic, P. Madl, S. Clifford, Z. Ristovski, “Characterisation of a commercially available thermodenuder and diffusion drier for ultrafine particles losses”, Aerosol Science and Technology, submitted.

F. Salimi, M. Mazaheri, S. Clifford, L. Crilley, R. Laiman, L. Morawska, “Spatial variation of particle number concentration in school microscale environments and its impact on exposure assessment”, Environmental Science & Technologypublished.

H. Salonen, C. Duchaine, M. Mazaheri, S. Clifford, L. Morawska, “Airborne viable fungi in naturally ventilated primary school environments in a subtropical climate”, Environmental Science & Technology, submitted.

2012

S. Clifford, S. Low Choy, M. Mazaheri, F.Salimi, K. Mengersen, L. Morawska, “A Bayesian spatio-temporal model of panel design data: airborne particle number concentration in Brisbane, Australia”, submitted, arXiv

2011

S. Clifford, S. Low Choy, T. Hussein, K. Mengersen, L. Morawska, “Using the Generalised Additive Model to model the particle number count of ultrafine particles”, Atmospheric Environment 45 (2011): 5934-5945, ScienceDirect

Conference papers

S. Clifford, K. Mengersen, S. Low Choy, M. Mazaheri, L. Morawska, A method for non-parametric cluster analysis of the health impacts of air quality, ISIAQ Healthy Buildings 2012

M. Mazaheri, S. Clifford, M. A. Megat Mokhtar, F. Fuoco, G. Buonanno, L. Morawska, Alveolar dose of ultrafine particles for children in urban environments, European Aerosol Conference 2013, abstract submitted

Book chapters

S. Clifford and S. Low Choy, “Bayesian splines.” In Case studies in Bayesian statistical modelling and analysis, edited by C. Alston, K. Mengersen and A. Pettitt, 197-220. John Wiley and Sons, 2012.

Posters

S. Clifford, K. Mengersen, S. Low Choy, L. Morawska, Spatio-temporal modelling of particle number concentration. 8th Workshop on Bayesian Non-parametrics; 2011 June 26-30; Veracruz, Mexico.

H. Salonen, L. Knibbs, C. Ranasinghe, S. Clifford, P. Grzybowski, S. Bell, C. He, M. Hargreaves, L. Morawska, Monitoring airborne fungi and bacteria in a major teaching hospital, Brisbane, Australia. 30th International Congress on Occupational Health; 2012 March 18-23; Cancun, Mexico.

S. Clifford, S. Low Choy, K. Mengersen, L. Morawska, Bayesian spatio-temporal modelling of ultrafine particle number concentration from a panel design, ISBA World Meeting 2012

Interviews

“Dust Storms”. Totally Wild – S2, E37 (20 February 2012) Channel Ten (Australia).

“Dust Storm”. Scope – Dirty Science, (29 March 2012) Channel Ten (Australia). (begins 0:54)

Interview – Aerosol science and statistics. Smart Enough to Know Better – Episode 40.

Interview – International Year of Statistics. ABC local radio (10 April 2013).