2022

Stolk, Wilma A., Coffeng, Luc E., Bolay, Fatorma K., Eneanya, Obiora A., Fischer, Peter U., Hollingsworth, T. Déirdre, Koudou, Benjamin G., Méité, Aboulaye, Michael, Edwin, Prada, Joaquin M., Caja Rivera, Rocio M., Sharma, Swarnali, Touloupou, Panayiota, Weil, Gary J. and de Vlas, Sake J. (2022) Comparing antigenaemia- and microfilaraemia as criteria for stopping decisions in lymphatic filariasis elimination programmes in Africa. PLOS Neglected Tropical Diseases, 16 (12). e0010953. doi:10.1371/journal.pntd.0010953 ISSN 1935-2735.

2021

Retkute, Renata, Touloupou, Panayiota, Basáñez, Maria-Gloria, Hollingsworth, T. Deirdre and Spencer, Simon E. F. (2021) Integrating geostatistical maps and infectious disease transmission models using adaptive multiple importance sampling. Annals of Applied Statistics, 15 (4). pp. 1980-1998. doi:10.1214/21-AOAS1486 ISSN 1932-6157.

(2021) Predicted impact of COVID-19 on neglected tropical disease programs and the opportunity for innovation. Clinical Infectious Diseases, 72 (8). pp. 1463-1466. doi:10.1093/cid/ciaa933 ISSN 1058-4838.

2020

Touloupou, Panayiota, Finkenstädt, Bärbel, Besser, Thomas E., French, Nigel P. and Spencer, Simon E. F. (2020) Bayesian inference for multi-strain epidemics with application to Escherichia coli O157 : H7 in feedlot cattle. The Annals of Applied Statistics, 14 (4). pp. 1925-1944. doi:10.1214/20-AOAS1366 ISSN 1932-6157.

Touloupou, Panayiota, Retkute, Renata, Hollingsworth, T. Déirdre and Spencer, Simon E. F. (2020) Statistical methods for linking geostatistical maps and transmission models : application to lymphatic filariasis in East Africa. Spatial and Spatio-temporal Epidemiology, 41 . 100391. doi:10.1016/j.sste.2020.100391 ISSN 1877-5845.

Prada, Joaquín M., Davis, Emma L., Touloupou, Panayiota, Stolk, Wilma A., Kontoroupis, Periklis, Smith, Morgan E., Sharma, Swarnali, Michael, Edwin, de Vlas, Sake J. and Hollingsworth, T. Déirdre (2020) Elimination or resurgence : modelling lymphatic filariasis after reaching the 1% microfilaremia prevalence threshold. The Journal of Infectious Diseases, 221 (Supplement_5). S503-S509. doi:10.1093/infdis/jiz647 ISSN 0022-1899.

Touloupou, Panayiota, Finkenstädt, Bärbel and Spencer, Simon E. F. (2020) Scalable Bayesian inference for coupled hidden Markov and semi-Markov models. Journal of Computational and Graphical Statistics, 29 (2). 238-249 . doi:10.1080/10618600.2019.1654880 ISSN 1537-2715.

2019

Touloupou, Panayiota, Finkenstädt, Bärbel and Spencer, Simon E. F. (2019) Data for Scalable Bayesian inference for coupled hidden Markov and semi-Markov models. [Dataset]

2018

Walker, Martin, Michael, Edwin, Sharma, Swarnali, Smith, Morgan E., Touloupou, Panayiota, Giardina, Federica, Prada, Joaquin M., Stolk, Wilma A., Hollingsworth, Deirdre and de Vlas, Sake J. (2018) Quantifying the value of surveillance data for improving model predictions of lymphatic filariasis elimination. PLoS Neglected Tropical Diseases, 12 (10). e0006674. doi:10.1371/journal.pntd.0006674 ISSN 1935-2727.

Stolk, Wilma A., Prada, Joaquín M., Smith, Morgan E., Kontoroupis, Periklis, de Vos, Anneke S., Touloupou, Panayiota, Irvine, Michael A., Brown, Paul E., Subramanian, Swaminathan, Kloek, Marielle, Michael, E., Hollingsworth, T. Déirdre and de Vlas, Sake J. (2018) Are alternative strategies required to accelerate the global elimination of lymphatic filariasis? Insights from mathematical models. Clinical Infectious Diseases, 66 (suppl_4). S260-S266. doi:10.1093/cid/ciy003 ISSN 1537-6591.

Alzahrani, Naif, Neal, Peter, Spencer, Simon E. F., McKinley, Trevelyan J. and Touloupou, Panayiota (2018) Model selection for time series of count data. Computational Statistics & Data Analysis, 122 . pp. 33-44. doi:10.1016/j.csda.2018.01.002 ISSN 0167-9473.

Prada, Joaquín M., Touloupou, Panayiota, Adriko, Moses, Tukahebwa, Edridah M., Lamberton, Poppy H. L. and Hollingsworth, T. Déirdre (2018) Understanding the relationship between egg- and antigen-based diagnostics of Schistosoma mansoni infection pre- and post-treatment in Uganda. Parasites & Vectors, 11 (21). doi:10.1186/s13071-017-2580-z ISSN 1756-3305.

Touloupou, Panayiota, Alzahrani, Naif, Neal, Peter, Spencer, Simon E. F. and McKinley, Trevelyan J. (2018) Efficient model comparison techniques for models requiring large scale data augmentation. Bayesian Analysis, 13 (2). pp. 437-459. doi:10.1214/17-BA1057 ISSN 1931-6690.

2016

Touloupou, Panayiota (2016) Bayesian inference and model selection for partially observed stochastic epidemics. PhD thesis, University of Warwick.