Bayesian random effects modelling with application to childhood anaemia in Malawi
作者： Alfred Ngwira , Lawrence N Kazembe
DOI: 10.1186/S12889-015-1494-Y
关键词:
摘要: Epidemiological studies in Malawi on child anaemia have neglected the community spatial effect to childhood anaemia. Neglecting model ignores influence of unobserved or unmeasured contextual variables, and at same time resultant may under estimate parameter standard errors which can result erroneous significance covariates. We aimed investigating risk factors with focus geographical effect.
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Jane P. Messina, Kashamuka Mwandagalirwa, Steve M. Taylor, Michael Emch, Steven R. Meshnick, Spatial and social factors drive anemia in Congolese women Health & Place. ,vol. 24, pp. 54- 64 ,(2013) , 10.1016/J.HEALTHPLACE.2013.07.009
Lorena W. Tengco, Pura Rayco-Solon, Juan A. Solon, Jesus N. Sarol, Florentino S. Solon, Determinants of anemia among preschool children in the Philippines. Journal of The American College of Nutrition. ,vol. 27, pp. 229- 243 ,(2008) , 10.1080/07315724.2008.10719695
Simon I Hay, Carlos A Guerra, Peter W Gething, Anand P Patil, Andrew J Tatem, Abdisalan M Noor, Caroline W Kabaria, Bui H Manh, Iqbal R. F Elyazar, Simon Brooker, David L Smith, Rana A Moyeed, Robert W Snow, Correction: A World Malaria Map: Plasmodium falciparum Endemicity in 2007 PLOS Medicine. ,vol. 6, ,(2009) , 10.1371/ANNOTATION/A7AB5BB8-C3BB-4F01-AA34-65CC53AF065D
CHARLES KOOPERBERG, JULIAN BESAG, On conditional and intrinsic autoregressions Biometrika. ,vol. 82, pp. 733- 746 ,(1995) , 10.1093/BIOMET/82.4.733
Ngianga-Bakwin Kandala, Ludwig Fahrmeir, Stephan Klasen, Jan Priebe, Geo-additive models of childhood undernutrition in three sub-Saharan African countries Population, Space and Place. ,vol. 15, pp. 461- 473 ,(2009) , 10.1002/PSP.524
E. Gayawan, E. D. Arogundade, S. B. Adebayo, Possible determinants and spatial patterns of anaemia among young children in Nigeria: a Bayesian semi-parametric modelling International Health. ,vol. 6, pp. 35- 45 ,(2014) , 10.1093/INTHEALTH/IHT034
Job C.J. Calis, Kamija S. Phiri, E. Brian Faragher, Bernard J. Brabin, Imelda Bates, Luis E. Cuevas, Rob J. de Haan, Ajib I. Phiri, Pelani Malange, Mirriam Khoka, Paul J.M. Hulshof, Lisette van Lieshout, Marcel G.H.M. Beld, Yik Y. Teo, Kirk A. Rockett, Anna Richardson, Dominic P. Kwiatkowski, Malcolm E. Molyneux, Michaël Boele van Hensbroek, Severe Anemia in Malawian Children The New England Journal of Medicine. ,vol. 358, pp. 888- 899 ,(2008) , 10.1056/NEJMOA072727
Sengchanh Kounnavong, Toshihiko Sunahara, Masahiro Hashizume, Junko Okumura, Kazuhiko Moji, Boungnong Boupha, Taro Yamamoto, Anemia and Related Factors in Preschool Children in the Southern Rural Lao People’s Democratic Republic Tropical Medicine and Health. ,vol. 39, pp. 95- 103 ,(2011) , 10.2149/TMH.2011-13
Eileen K. Hutton, Eman S. Hassan, Late vs early clamping of the umbilical cord in full-term neonates: systematic review and meta-analysis of controlled trials. JAMA. ,vol. 297, pp. 1241- 1252 ,(2007) , 10.1001/JAMA.297.11.1241
Frédéric B Piel, Anand P Patil, Rosalind E Howes, Oscar A Nyangiri, Peter W Gething, Thomas N Williams, David J Weatherall, Simon I Hay, None, Global distribution of the sickle cell gene and geographical confirmation of the malaria hypothesis Nature Communications. ,vol. 1, pp. 104- 104 ,(2010) , 10.1038/NCOMMS1104