Bayesian modelling of geostatistical malaria risk data

Spatio-Temporal Patterns of Schistosomiasis Japonica in Lake and Marshland Areas in China: The Effect of Snail Habitats

Yi Hu, Bo Tao, Zhijie Zhang, Qingwu Jiang, Henry Lynn, Liqian Sun, Meina Chi, Decheng Wang, Can Luo, Jie Gao

The American Journal of Tropical Medicine and Hygiene : 2014

Spatial and spatio-temporal methods for mapping malaria risk: a systematic review

Julius Nyerere Odhiambo, Chester Kalinda, Peter M Macharia, Robert W Snow, Benn Sartorius

BMJ Global Health : 2020

Estimating the Burden of Malaria in Senegal: Bayesian Zero-Inflated Binomial Geostatistical Modeling of the MIS 2008 Data

Federica Giardina, Laura Gosoniu, Lassana Konate, Mame Birame Diouf, Robert Perry, Oumar Gaye, Ousmane Faye, Penelope Vounatsou, Roly D. Gosling

PLoS ONE : 2012

How to detect the cyclostationarity in heavy-tailed distributed signals

Piotr Kruczek, Radosław Zimroz, Agnieszka Wyłomańska

Signal Processing : 2020

Mapping malaria risk in West Africa using a Bayesian nonparametric non-stationary model

L. Gosoniu, P. Vounatsou, N. Sogoba, N. Maire, T. Smith

Computational Statistics & Data Analysis : 2009

Mapping, Bayesian Geostatistical Analysis and Spatial Prediction of Lymphatic Filariasis Prevalence in Africa

Hannah Slater, Edwin Michael, Michael George Roberts

PLoS ONE : 2013

Spatial prediction of Plasmodium falciparum prevalence in Somalia

Abdisalan M Noor, Archie CA Clements, Peter W Gething, Grainne Moloney, Mohammed Borle, Tanya Shewchuk, Simon I Hay, Robert W Snow

Malaria Journal : 2008

Geographical patterns and predictors of malaria risk in Zambia: Bayesian geostatistical modelling of the 2006 Zambia national malaria indicator survey (ZMIS)

Nadine Riedel, Penelope Vounatsou, John M Miller, Laura Gosoniu, Elizabeth Chizema-Kawesha, Victor Mukonka, Rick W Steketee

Malaria Journal : 2010

Spatio‐Temporal Dependence Measures for Bivariate AR(1) Models with α‐Stable Noise

Aleksandra Grzesiek, Grzegorz Sikora, Marek Teuerle, Agnieszka Wyłomańska

Journal of Time Series Analysis : 2020

Spatiotemporal clusters of malaria cases at village level, northwest Ethiopia

Kassahun Alemu, Alemayehu Worku, Yemane Berhane, Abera Kumie

Malaria Journal : 2014

Application of GIS technology in public health: successes and challenges

STEPHANIE M. FLETCHER-LARTEY, GRAZIELLA CAPRARELLI

Parasitology : 2016

Modelling Malaria Incidence in the Limpopo Province, South Africa: Comparison of Classical and Bayesian Methods of Estimation

Makwelantle Asnath Sehlabana, Daniel Maposa, Alexander Boateng

International Journal of Environmental Research and Public Health : 2020

Modelling the global constraints of temperature on transmission of Plasmodium falciparum and P. vivax

Peter W Gething, Thomas P Van Boeckel, David L Smith, Carlos A Guerra, Anand P Patil, Robert W Snow, Simon I Hay

Parasites & Vectors : 2011

Spatial pattern of schistosomiasis in Xingzi, Jiangxi Province, China: the effects of environmental factors

Yi Hu, Zhijie Zhang, Yue Chen, Zengliang Wang, Jie Gao, Bo Tao, Qiulin Jiang, Qingwu Jiang

Parasites & Vectors : 2013

Spatial connectivity in mosquito-borne disease models: a systematic review of methods and assumptions

Sophie A. Lee, Christopher I. Jarvis, W. John Edmunds, Theodoros Economou, Rachel Lowe

Journal of The Royal Society Interface : 2021

Using Structured Additive Regression Models to Estimate Risk Factors of Malaria: Analysis of 2010 Malawi Malaria Indicator Survey Data

James Chirombo, Rachel Lowe, Lawrence Kazembe, Niko Speybroeck

PLoS ONE : 2014

Bayesian geostatistical modelling for mapping schistosomiasis transmission

P. VOUNATSOU, G. RASO, M. TANNER, E. K. N'GORAN, J. UTZINGER

Parasitology : 2009

Distribution of malaria exposure in endemic countries in Africa considering country levels of effective treatment

Melissa A. Penny, Nicolas Maire, Caitlin A. Bever, Peter Pemberton-Ross, Olivier J. T. Briët, David L. Smith, Peter W. Gething, Thomas A. Smith

Malaria Journal : 2015

The modified Yule-Walker method for multidimensional infinite-variance periodic autoregressive model of order 1

Prashant Giri, Aleksandra Grzesiek, Wojciech Żuławiński, S. Sundar, Agnieszka Wyłomańska

Journal of the Korean Statistical Society : 2023

Spatially explicit Schistosoma infection risk in eastern Africa using Bayesian geostatistical modelling

Nadine Schur, Eveline Hürlimann, Anna-Sofie Stensgaard, Kingford Chimfwembe, Gabriel Mushinge, Christopher Simoonga, Narcis B. Kabatereine, Thomas K. Kristensen, Jürg Utzinger, Penelope Vounatsou

Acta Tropica : 2013

Interferon γ release assay for the diagnosis of uveitis associated with tuberculosis: a Bayesian evaluation in the absence of a gold standard

Marcus Ang, Wan Ling Wong, Xiang Li, Soon-Phaik Chee

British Journal of Ophthalmology : 2013

Applied Bayesian Hierarchical Methods

Advances in Parasitology Volume 74

Ricardo J. Soares Magalhães, Archie C.A. Clements, Anand P. Patil, Peter W. Gething, Simon Brooker

Advances in Parasitology : 2011

A new world malaria map: Plasmodium falciparum endemicity in 2010

Peter W Gething, Anand P Patil, David L Smith, Carlos A Guerra, Iqbal RF Elyazar, Geoffrey L Johnston, Andrew J Tatem, Simon I Hay

Malaria Journal : 2011

Predictive risk mapping of schistosomiasis in Brazil using Bayesian geostatistical models

Ronaldo G.C. Scholte, Laura Gosoniu, John B. Malone, Frédérique Chammartin, Jürg Utzinger, Penelope Vounatsou

Acta Tropica : 2014

Species distribution modeling: a statistical review with focus in spatio-temporal issues

Joaquín Martínez-Minaya, Michela Cameletti, David Conesa, Maria Grazia Pennino

Stochastic Environmental Research and Risk Assessment : 2018

Bayesian geostatistics in health cartography: the perspective of malaria

Anand P. Patil, Peter W. Gething, Frédéric B. Piel, Simon I. Hay

Trends in Parasitology : 2011

Spatial and socio-economic effects on malaria morbidity in children under 5years in Malawi in 2012

Simangaliso Chitunhu, Eustasius Musenge

Spatial and Spatio-temporal Epidemiology : 2016

Spatio - temporal modelling assessing the burden of malaria in affected low and middle-income countries: a scoping review

Julius Nyerere Odhiambo, Benn Sartorius

BMJ Open : 2018

Bayesian variable selection in modelling geographical heterogeneity in malaria transmission from sparse data: an application to Nouna Health and Demographic Surveillance System (HDSS) data, Burkina Faso

Eric Diboulo, Ali Sié, Diallo A Diadier, Dimitrios A Karagiannis Voules, Yazoume Yé, Penelope Vounatsou

Parasites & Vectors : 2015

Non-stationary partition modeling of geostatistical data for malaria risk mapping

Laura Gosoniu, Penelope Vounatsou

Journal of Applied Statistics : 2011

Spatial data analysis of malnutrition among children under-five years in Ethiopia

Haile Mekonnen Fenta, Temesgen Zewotir, Essey Kebede Muluneh

BMC Medical Research Methodology : 2021

New estimation method for periodic autoregressive time series of order 1 with additive noise

Wojciech Żuławiński, Agnieszka Wyłomańska

International Journal of Advances in Engineering Sciences and Applied Mathematics : 2021

Mapping malaria risk among children in Côte d’Ivoire using Bayesian geo-statistical models

Giovanna Raso, Nadine Schur, Jürg Utzinger, Benjamin G Koudou, Emile S Tchicaya, Fabian Rohner, Eliézer K N’Goran, Kigbafori D Silué, Barbara Matthys, Serge Assi, Marcel Tanner, Penelope Vounatsou

Malaria Journal : 2012

Malaria mapping: understanding the global endemicity of falciparum and vivax malaria

Ursula Dalrymple, Bonnie Mappin, Peter W. Gething

BMC Medicine : 2015

High Prevalence and Spatial Distribution of Strongyloides stercoralis in Rural Cambodia

Virak Khieu, Fabian Schär, Armelle Forrer, Jan Hattendorf, Hanspeter Marti, Socheat Duong, Penelope Vounatsou, Sinuon Muth, Peter Odermatt, Zeno Bisoffi

PLoS Neglected Tropical Diseases : 2014

Estimating Air Temperature and Its Influence on Malaria Transmission across Africa

Tini Garske, Neil M. Ferguson, Azra C. Ghani, Joshua Yukich

PLoS ONE : 2013

Assessing the effects of malaria interventions on the geographical distribution of parasitaemia risk in Burkina Faso

Eric Diboulo, Ali Sié, Penelope Vounatsou

Malaria Journal : 2016

Identifying Determinants of Oncomelania hupensis Habitats and Assessing the Effects of Environmental Control Strategies in the Plain Regions with the Waterway Network of China at the Microscale

Juan Qiu, Rendong Li, Xingjian Xu, Chuanhua Yu, Xin Xia, Xicheng Hong, Bianrong Chang, Fengjia Yi, Yuanyuan Shi

International Journal of Environmental Research and Public Health : 2014

Spatial mapping and prediction of Plasmodium falciparum infection risk among school-aged children in Côte d’Ivoire

Clarisse A. Houngbedji, Frédérique Chammartin, Richard B. Yapi, Eveline Hürlimann, Prisca B. N’Dri, Kigbafori D. Silué, Gotianwa Soro, Benjamin G. Koudou, Serge-Brice Assi, Eliézer K. N’Goran, Agathe Fantodji, Jürg Utzinger, Penelope Vounatsou, Giovanna Raso

Parasites & Vectors : 2016

Alternative dependency measures-based approach for estimation of the α–stable periodic autoregressive model

Wojciech Żuławiński, Piotr Kruczek, Agnieszka Wyłomańska

Communications in Statistics - Simulation and Computation : 2024

Quantifying Aggregated Uncertainty in Plasmodium falciparum Malaria Prevalence and Populations at Risk via Efficient Space-Time Geostatistical Joint Simulation

Peter W. Gething, Anand P. Patil, Simon I. Hay, Mercedes Pascual

PLoS Computational Biology : 2010

Spatial Distribution of, and Risk Factors for, Opisthorchis viverrini Infection in Southern Lao PDR

Armelle Forrer, Somphou Sayasone, Penelope Vounatsou, Youthanavanh Vonghachack, Dalouny Bouakhasith, Steffen Vogt, Rüdiger Glaser, Jürg Utzinger, Kongsap Akkhavong, Peter Odermatt, Simon Brooker

PLoS Neglected Tropical Diseases : 2012

Systematized Literature Review on Spatial Analysis of Environmental Risk Factors of Malaria Transmission

Tiago Canelas, Carlos Castillo-Salgado, Helena Ribeiro

Advances in Infectious Diseases : 2016

Nonstationary Systems: Theory and Applications

Aleksandra Grzesiek, Anna Michalak, Agnieszka Wyłomańska

Applied Condition Monitoring : 2022

Environmental and meteorological factors linked to malaria transmission around large dams at three ecological settings in Ethiopia

Solomon Kibret, G. Glenn Wilson, Darren Ryder, Habte Tekie, Beyene Petros

Malaria Journal : 2019

Developing Global Maps of the Dominant Anopheles Vectors of Human Malaria

Simon I. Hay, Marianne E. Sinka, Robi M. Okara, Caroline W. Kabaria, Philip M. Mbithi, Carolynn C. Tago, David Benz, Peter W. Gething, Rosalind E. Howes, Anand P. Patil, William H. Temperley, Michael J. Bangs, Theeraphap Chareonviriyaphap, Iqbal R. F. Elyazar, Ralph E. Harbach, Janet Hemingway, Sylvie Manguin, Charles M. Mbogo, Yasmin Rubio-Palis, H. Charles J Godfray

PLoS Medicine : 2010

Modelling heterogeneity in malaria transmission using large sparse spatio-temporal entomological data

Susan Fred Rumisha, Thomas Smith, Salim Abdulla, Honorath Masanja, Penelope Vounatsou

Global Health Action : 2014

Improving national level spatial mapping of malaria through alternative spatial and spatio-temporal models

Kok Ben Toh, Nikolay Bliznyuk, Denis Valle

Spatial and Spatio-temporal Epidemiology : 2021

Bayesian geostatistical modelling of malaria and lymphatic filariasis infections in Uganda: predictors of risk and geographical patterns of co-endemicity

Anna-Sofie Stensgaard, Penelope Vounatsou, Ambrose W Onapa, Paul E Simonsen, Erling M Pedersen, Carsten Rahbek, Thomas K Kristensen

Malaria Journal : 2011

Spatio-temporal malaria transmission patterns in Navrongo demographic surveillance site, northern Ghana

Simon Kasasa, Victor Asoala, Laura Gosoniu, Francis Anto, Martin Adjuik, Cletus Tindana, Thomas Smith, Seth Owusu-Agyei, Penelope Vounatsou

Malaria Journal : 2013

Spatio-temporal Transmission and Environmental Determinants of Schistosomiasis Japonica in Anhui Province, China

Yi Hu, Rui Li, Robert Bergquist, Henry Lynn, Fenghua Gao, Qizhi Wang, Shiqing Zhang, Liqian Sun, Zhijie Zhang, Qingwu Jiang, Xiao-Nong Zhou

PLOS Neglected Tropical Diseases : 2015

Remote Sensing-Driven Climatic/Environmental Variables for Modelling Malaria Transmission in Sub-Saharan Africa

Osadolor Ebhuoma, Michael Gebreslasie

International Journal of Environmental Research and Public Health : 2016

Modeling the seasonality of Anopheles gambiae s.s. biting rates in a South Benin sanitary zone

Olayidé Boussari, Fabien Subtil, Nicolas Moiroux, Armel Djènontin, Jean Iwaz, Vincent Corbel, Noël Fonton, André Garcia, Jean-François Etard, René Ecochard

Transactions of The Royal Society of Tropical Medicine and Hygiene : 2014

Baseline spatial distribution of malaria prior to an elimination programme in Vanuatu

Heidi Reid, Andrew Vallely, George Taleo, Andrew J Tatem, Gerard Kelly, Ian Riley, Ivor Harris, Iata Henri, Sam Iamaher, Archie CA Clements

Malaria Journal : 2010

Finding malaria hot-spots in northern Angola: the role of individual, household and environmental factors within a meso-endemic area

Ricardo J Soares Magalhães, Antonio Langa, José Carlos Sousa-Figueiredo, Archie CA Clements, Susana Vaz Nery

Malaria Journal : 2012

Modelling the geographical distribution of co‐infection risk from single‐disease surveys

Nadine Schur, L. Gosoniu, G. Raso, J. Utzinger, P. Vounatsou

Statistics in Medicine : 2011

Epistemic Uncertainty in Artificial Intelligence

Elizaveta Semenova, Swapnil Mishra, Samir Bhatt, Seth Flaxman, H Juliette T Unwin

Lecture Notes in Computer Science : 2024

Bayesian Geostatistical Modeling of Malaria Indicator Survey Data in Angola

Laura Gosoniu, Andre Mia Veta, Penelope Vounatsou, Photini Sinnis

PLoS ONE : 2010

Glucose-6-phosphate dehydrogenase deficiency near-patient tests for tafenoquine or primaquine use with Plasmodium vivax malaria

Praveen Weeratunga, Germana Bancone, Eleanor A Ochodo, Smriti Pant, Jeevan Thapa, Marty Chaplin

Cochrane Database of Systematic Reviews : 2021

Interpolation of DHS survey data at subnational administrative level 2

Benjamin K. Mayala, Rose E. Donohue, Trinadh Dontamsetti, Thomas D. Fish, Trevor N. Croft

Statistical Journal of the IAOS : 2022

Modelling spatiotemporal variation in under-five malaria risk in Ghana in 2016–2021

Justice Moses K. Aheto, Lynette J. Menezes, Wisdom Takramah, Liwang Cui

Malaria Journal : 2024

Applications of Bayesian approach in modelling risk of malaria-related hospital mortality

Lawrence N Kazembe, Tobias F Chirwa, Jupiter S Simbeye, Jimmy J Namangale

BMC Medical Research Methodology : 2008

Bayesian Spatio-Temporal Modeling of Schistosoma japonicum Prevalence Data in the Absence of a Diagnostic ‘Gold’ Standard

Xian-Hong Wang, Xiao-Nong Zhou, Penelope Vounatsou, Zhao Chen, Jürg Utzinger, Kun Yang, Peter Steinmann, Xiao-Hua Wu, Simon Brooker

PLoS Neglected Tropical Diseases : 2008

Prospective Head-to-Head Study Comparing 2 Commercial Interferon Gamma Release Assays for the Diagnosis of Tuberculous Uveitis

Marcus Ang, Wan Ling Wong, Sieh Yean Kiew, Xiang Li, Soon-Phaik Chee

American Journal of Ophthalmology : 2014

Generalized spectral coherence for cyclostationary signals with α-stable distribution

Piotr Kruczek, Radosław Zimroz, Jerome Antoni, Agnieszka Wyłomańska

Mechanical Systems and Signal Processing : 2021

Geostatistical Model-Based Estimates of Schistosomiasis Prevalence among Individuals Aged ≤20 Years in West Africa

Nadine Schur, Eveline Hürlimann, Amadou Garba, Mamadou S. Traoré, Omar Ndir, Raoult C. Ratard, Louis-Albert Tchuem Tchuenté, Thomas K. Kristensen, Jürg Utzinger, Penelope Vounatsou, Simon Brooker

PLoS Neglected Tropical Diseases : 2011

Analyzing and Modeling Spatial and Temporal Dynamics of Infectious Diseases

Zhi‐Jie Zhang

Wiley Series in Probability and Statistics : 2014

Spatially-explicit risk profiling of Plasmodium falciparum infections at a small scale: a geostatistical modelling approach

Kigbafori D Silué, Giovanna Raso, Ahoua Yapi, Penelope Vounatsou, Marcel Tanner, Eliézer K N'Goran, Jürg Utzinger

Malaria Journal : 2008

Disparities of Plasmodium falciparum infection, malaria-related morbidity and access to malaria prevention and treatment among school-aged children: a national cross-sectional survey in Côte d’Ivoire

Clarisse A Houngbedji, Prisca B N’Dri, Eveline Hürlimann, Richard B Yapi, Kigbafori D Silué, Gotianwa Soro, Benjamin G Koudou, Cinthia A Acka, Serge-Brice Assi, Penelope Vounatsou, Eliézer K N’Goran, Agathe Fantodji, Jürg Utzinger, Giovanna Raso

Malaria Journal : 2015

Opisthorchis viverrini and Strongyloides stercoralis mono- and co-infections: Bayesian geostatistical analysis in an endemic area, Thailand

Apiporn T. Suwannatrai, Kavin Thinkhamrop, Kulwadee Suwannatrai, Khanittha Pratumchart, Kinley Wangdi, Matthew Kelly, Angela M. Cadavid Restrepo, Darren J. Gray, Archie C.A. Clements, Sirikachorn Tangkawattana, Banchob Sripa

Acta Tropica : 2021

Modelling age-heterogeneous Schistosoma haematobium and S. mansoni survey data via alignment factors

Nadine Schur, Jürg Utzinger, Penelope Vounatsou

Parasites & Vectors : 2011

Distribution of Total Dissolved Solids in Drinking Water by Means of Bayesian Kriging and Gaussian Spatial Predictive Process

Ijaz Hussain, Muhammad Shakeel, Muhammad Faisal, Zameer Ahmad Soomro, Munawar Hussain, Tajammal Hussain

Water Quality, Exposure and Health : 2014

Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire

Giovanna Raso, Kigbafori D Silué, Penelope Vounatsou, Burton H Singer, Ahoua Yapi, Marcel Tanner, Jürg Utzinger, Eliézer K N'Goran

Malaria Journal : 2009

Fractional lower-order covariance (FLOC)-based estimation for multidimensional PAR(1) model with $$\alpha -$$stable noise

Prashant Giri, S. Sundar, Agnieszka Wyłomańska

International Journal of Advances in Engineering Sciences and Applied Mathematics : 2021

Bayesian modelling of geostatistical malaria risk data

Authors