{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T12:51:48Z","timestamp":1782737508509,"version":"3.54.5"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,2,22]],"date-time":"2015-02-22T00:00:00Z","timestamp":1424563200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Parasites Vectors"],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1186\/s13071-015-0679-7","type":"journal-article","created":{"date-parts":[[2015,2,21]],"date-time":"2015-02-21T18:03:23Z","timestamp":1424541803000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["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"],"prefix":"10.1186","volume":"8","author":[{"given":"Eric","family":"Diboulo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Si\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Diallo A","family":"Diadier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitrios A Karagiannis","family":"Voules","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yazoume","family":"Y\u00e9","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Penelope","family":"Vounatsou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2015,2,22]]},"reference":[{"key":"679_CR1","volume-title":"Environmental Factors and Malaria Transmission Risk: Modelling the Risk in a Holoendemic Area of Burkina Faso","author":"Y Y\u00e9","year":"2008","unstructured":"Y\u00e9 Y. Environmental Factors and Malaria Transmission Risk: Modelling the Risk in a Holoendemic Area of Burkina Faso. Surrey, UK: Ashgate Publishing, Ltd; 2008."},{"issue":"Suppl","key":"679_CR2","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/0035-9203(89)90599-3","volume":"83","author":"BM Greenwood","year":"1989","unstructured":"Greenwood BM. The microepidemiology of malaria and its importance to malaria control. Trans R Soc Trop Med Hyg. 1989;83(Suppl):25\u20139.","journal-title":"Trans R Soc Trop Med Hyg"},{"key":"679_CR3","first-page":"1401","volume":"78","author":"R Carter","year":"2000","unstructured":"Carter R, Mendis KN, Roberts D. Spatial targeting of interventions against malaria. Bull World Health Organ. 2000;78:1401\u201311.","journal-title":"Bull World Health Organ"},{"key":"679_CR4","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1186\/1475-2875-8-239","volume":"8","author":"W Guelbeogo","year":"2009","unstructured":"Guelbeogo W, Sagnon N, Grushko O, Yameogo M, Boccolini D, Besansky N, et al. Seasonal distribution of Anopheles funestus chromosomal forms from Burkina Faso. Malar J. 2009;8:239.","journal-title":"Malar J"},{"key":"679_CR5","doi-asserted-by":"crossref","unstructured":"Rumisha SF, Smith T, Abdulla S, Masanja H, Vounatsou P. Modelling heterogeneity in malaria transmission using large sparse spatio-temporal entomological data. Glob Health Action. 2014.","DOI":"10.3402\/gha.v7.22682"},{"key":"679_CR6","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1186\/1756-3305-5-86","volume":"5","author":"N Amek","year":"2012","unstructured":"Amek N, Bayoh N, Hamel M, Lindblade KA, Gimnig JE, Odhiambo F, et al. Spatial and temporal dynamics of malaria transmission in rural Western Kenya. Parasit Vectors. 2012;5:86.","journal-title":"Parasit Vectors"},{"key":"679_CR7","doi-asserted-by":"publisher","first-page":"1030","DOI":"10.1111\/j.0006-341X.2000.01030.x","volume":"56","author":"DB Hall","year":"2000","unstructured":"Hall DB. Zero-inflated Poisson and binomial regression with random effects: a case study. Biometrics. 2000;56:1030\u20139.","journal-title":"Biometrics"},{"key":"679_CR8","doi-asserted-by":"crossref","unstructured":"Giardina F, Gosoniu L, Konate L, Diouf MB, Perry R, Gaye O, et al.. Estimating the burden of malaria in Senegal: Bayesian zero-inflated binomial geostatistical modeling of the MIS 2008 Data. PLoS ONE. 2012.","DOI":"10.1371\/annotation\/e7549f68-308c-45d5-a14d-8b642a930495"},{"key":"679_CR9","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1016\/S1473-3099(13)70071-9","volume":"13","author":"F Chammartin","year":"2013","unstructured":"Chammartin F, Scholte RG, Guimar\u00e3es LH, Tanner M, Utzinger J, Vounatsou P. Soil-transmitted helminth infection in South America: a systematic review and geostatistical meta-analysis. Lancet Infect Dis. 2013;13:507\u201318.","journal-title":"Lancet Infect Dis"},{"key":"679_CR10","doi-asserted-by":"publisher","first-page":"e3182","DOI":"10.1371\/journal.pone.0003182","volume":"3","author":"O M\u00fcller","year":"2008","unstructured":"M\u00fcller O, De Allegri M, Becher H, Tiendrebogo J, Beiersmann C, Ye M, et al. Distribution systems of insecticide-treated bed nets for malaria control in Rural Burkina Faso: cluster-randomized controlled trial. PLoS ONE. 2008;3:e3182.","journal-title":"PLoS ONE"},{"key":"679_CR11","first-page":"39","volume":"65","author":"RA Wirtz","year":"1987","unstructured":"Wirtz RA, Zavala F, Charoenvit Y, Campbell GH, Burkot TR, Schneider I, et al. Comparative testing of monoclonal antibodies against Plasmodium falciparum sporozoites for ELISA development. Bull World Health Organ. 1987;65:39\u201345.","journal-title":"Bull World Health Organ"},{"key":"679_CR12","doi-asserted-by":"publisher","first-page":"1695","DOI":"10.1017\/S003118200900599X","volume":"136","author":"P Vounatsou","year":"2009","unstructured":"Vounatsou P, Raso G, Tanner M, N\u2019goran EK, Utzinger J. Bayesian geostatistical modelling for mapping schistosomiasis transmission. Parasitology. 2009;136:1695\u2013705.","journal-title":"Parasitology"},{"key":"679_CR13","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1136\/jech.53.4.235","volume":"53","author":"AM Stolwijk","year":"1999","unstructured":"Stolwijk AM, Straatman H, Zielhuis GA. Studying seasonality by using sine and cosine functions in regression analysis. J Epidemiol Community Health. 1999;53:235\u20138.","journal-title":"J Epidemiol Community Health"},{"key":"679_CR14","doi-asserted-by":"publisher","first-page":"881","DOI":"10.1080\/01621459.1993.10476353","volume":"88","author":"EI George","year":"1993","unstructured":"George EI, McCulloch RE. Variable selection via gibbs sampling. J Am Stat Assoc. 1993;88:881\u20139.","journal-title":"J Am Stat Assoc"},{"key":"679_CR15","doi-asserted-by":"publisher","first-page":"870","DOI":"10.1214\/009053604000000238","volume":"32","author":"MM Barbieri","year":"2004","unstructured":"Barbieri MM, Berger JO. Optimal predictive model selection. Ann Stat. 2004;32:870\u201397.","journal-title":"Ann Stat"},{"key":"679_CR16","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1023\/A:1008820505350","volume":"8","author":"SP Brooks","year":"1998","unstructured":"Brooks SP, Roberts GO. Convergence assessment techniques for Markov chain Monte Carlo. Stat Comput. 1998;8:319\u201335.","journal-title":"Stat Comput"},{"key":"679_CR17","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1111\/1467-9876.00113","volume":"47","author":"PJ Diggle","year":"1998","unstructured":"Diggle PJ, Tawn JA, Moyeed RA. Model-based geostatistics. J R Stat Soc Ser C Appl Stat. 1998;47:299\u2013350.","journal-title":"J R Stat Soc Ser C Appl Stat"},{"key":"679_CR18","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1017\/S0007485300053268","volume":"81","author":"JD Lines","year":"1991","unstructured":"Lines JD, Curtis CF, Wilkes TJ, Njunwa KJ. Monitoring human-biting mosquitoes (Diptera: Culicidae) in Tanzania with light-traps hung beside mosquito nets. Bull Entomol Res. 1991;81:77\u201384.","journal-title":"Bull Entomol Res"},{"key":"679_CR19","doi-asserted-by":"publisher","first-page":"127","DOI":"10.4081\/gh.2006.287","volume":"1","author":"L Gosoniu","year":"2006","unstructured":"Gosoniu L, Vounatsou P, Sogoba N, Smith T. Bayesian modelling of geostatistical malaria risk data. Geospatial Health. 2006;1:127\u201339.","journal-title":"Geospatial Health"},{"key":"679_CR20","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/S0169-4758(99)01396-4","volume":"15","author":"MH Craig","year":"1999","unstructured":"Craig MH, Snow RW, le Sueur D. A climate-based distribution model of malaria transmission in sub-Saharan Africa. Parasitol Today Pers Ed. 1999;15:105\u201311.","journal-title":"Parasitol Today Pers Ed"},{"key":"679_CR21","volume-title":"Anopheles mosquitoes - New insights into malaria vectors","author":"I Dia","year":"2013","unstructured":"Dia I, Wamdaogo M, Ayal D. Advances and Perspectives in the Study of the Malaria Mosquito Anopheles funestus. In: Manguin S, editor. Anopheles mosquitoes - New insights into malaria vectors. Rijeka, Croatia: InTech; 2013."},{"key":"679_CR22","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1016\/j.sste.2011.08.001","volume":"2","author":"N Amek","year":"2011","unstructured":"Amek N, Bayoh N, Hamel M, Lindblade KA, Gimnig J, Laserson KF, et al. Spatio-temporal modeling of sparse geostatistical malaria sporozoite rate data using a zero inflated binomial model. Spat Spatio-Temporal Epidemiol. 2011;2:283\u201390.","journal-title":"Spat Spatio-Temporal Epidemiol"},{"key":"679_CR23","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1186\/1475-2875-12-63","volume":"12","author":"S Kasasa","year":"2013","unstructured":"Kasasa S, Asoala V, Gosoniu L, Anto F, Adjuik M, Tindana C, et al. Spatio-temporal malaria transmission patterns in Navrongo demographic surveillance site, northern Ghana. Malar J. 2013;12:63.","journal-title":"Malar J"},{"key":"679_CR24","doi-asserted-by":"publisher","first-page":"178","DOI":"10.2307\/1911894","volume":"33","author":"S Almon","year":"1965","unstructured":"Almon S. The distributed lag between capital appropriations and expenditures. Econometrica. 1965;33:178\u201396.","journal-title":"Econometrica"},{"key":"679_CR25","doi-asserted-by":"publisher","first-page":"2224","DOI":"10.1002\/sim.3940","volume":"29","author":"A Gasparrini","year":"2010","unstructured":"Gasparrini A, Armstrong B, Kenward MG. Distributed lag non-linear models. Stat Med. 2010;29:2224\u201334.","journal-title":"Stat Med"},{"key":"679_CR26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v043.i08","volume":"43","author":"A Gasparrini","year":"2011","unstructured":"Gasparrini A. Distributed lag linear and non-linear models in R: the package dlnm. J Stat Softw. 2011;43:1\u201320.","journal-title":"J Stat Softw"},{"key":"679_CR27","doi-asserted-by":"publisher","first-page":"347","DOI":"10.2307\/1400508","volume":"2","author":"MD Ecker","year":"1997","unstructured":"Ecker MD, Gelfand AE. Bayesian variogram modeling for an isotropic spatial process. J Agric Biol Environ Stat. 1997;2:347\u201369.","journal-title":"J Agric Biol Environ Stat"},{"key":"679_CR28","first-page":"65","volume":"60","author":"L Kuo","year":"1998","unstructured":"Kuo L, Mallick B. Variable selection for regression models. Sankhy\u0101 Indian J Stat Ser B 1960-2002. 1998;60:65\u201381.","journal-title":"Sankhy\u0101 Indian J Stat Ser B 1960-2002"}],"container-title":["Parasites &amp; Vectors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13071-015-0679-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13071-015-0679-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13071-015-0679-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13071-015-0679-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,2]],"date-time":"2021-09-02T08:48:51Z","timestamp":1630572531000},"score":1,"resource":{"primary":{"URL":"https:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-015-0679-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,2,22]]},"references-count":28,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["679"],"URL":"https:\/\/doi.org\/10.1186\/s13071-015-0679-7","relation":{},"ISSN":["1756-3305"],"issn-type":[{"value":"1756-3305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,2,22]]},"assertion":[{"value":"2 October 2014","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 January 2015","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 February 2015","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"118"}}