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A Geo-Additive Bayesian Discrete-Time Survival Model and its Application to Spatial Analysis of Childhood Mortality in Malawi

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  • Ngianga-Bakwin Kandala
  • Gebrenegus Ghilagaber

Abstract

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Suggested Citation

  • Ngianga-Bakwin Kandala & Gebrenegus Ghilagaber, 2006. "A Geo-Additive Bayesian Discrete-Time Survival Model and its Application to Spatial Analysis of Childhood Mortality in Malawi," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(6), pages 935-957, December.
    • Handle: RePEc:spr:qualqt:v:40:y:2006:i:6:p:935-957
    DOI: 10.1007/s11135-005-3268-6
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    Citations

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    Cited by:

    1. Ngianga-Bakwin Kandala & Saverio Stranges, 2014. "Geographic Variation of Overweight and Obesity among Women in Nigeria: A Case for Nutritional Transition in Sub-Saharan Africa," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-11, June.
    2. Kenneth Harttgen & Stefan Lang & Judith Santer, 2015. "Multilevel Modelling of Child Mortality in Africa," Working Papers 2015-03, Faculty of Economics and Statistics, Universität Innsbruck.
    3. Han, Peter & Foltz, Jeremy D., 2013. "The Impacts of Climate Shocks on Child Mortality in Mali," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150395, Agricultural and Applied Economics Association.
    4. Marie-Therese Puth & Gerhard Tutz & Nils Heim & Eva Münster & Matthias Schmid & Moritz Berger, 2020. "Tree-based modeling of time-varying coefficients in discrete time-to-event models," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 26(3), pages 545-572, July.
    5. Samuel Manda & Ndamonaonghenda Haushona & Robert Bergquist, 2020. "A Scoping Review of Spatial Analysis Approaches Using Health Survey Data in Sub-Saharan Africa," IJERPH, MDPI, vol. 17(9), pages 1-20, April.
    6. Ezra Gayawan & Samson B. Adebayo, 2014. "Spatial Pattern and Determinants of Age at Marriage in Nigeria Using a Geo-Additive Survival Model," Mathematical Population Studies, Taylor & Francis Journals, vol. 21(2), pages 112-124, June.
    7. Chandan Kumar & Prashant Kumar Singh & Rajesh Kumar Rai, 2012. "Under-Five Mortality in High Focus States in India: A District Level Geospatial Analysis," PLOS ONE, Public Library of Science, vol. 7(5), pages 1-15, May.
    8. Ngianga-Bakwin Kandala & Chibuzor Christopher Nnanatu & Natisha Dukhi & Ronel Sewpaul & Adlai Davids & Sasiragha Priscilla Reddy, 2021. "Mapping the Burden of Hypertension in South Africa: A Comparative Analysis of the National 2012 SANHANES and the 2016 Demographic and Health Survey," IJERPH, MDPI, vol. 18(10), pages 1-18, May.
    9. Jayanta Kumar Bora & Nandita Saikia, 2018. "Neonatal and under-five mortality rate in Indian districts with reference to Sustainable Development Goal 3: An analysis of the National Family Health Survey of India (NFHS), 2015–2016," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-15, July.
    10. Kenneth Harttgen & Stefan Lang & Judith Santer & Johannes Seiler, 2017. "Modeling under-5 mortality through multilevel structured additive regression with varying coefficients for Asia and Sub-Saharan Africa," Working Papers 2017-15, Faculty of Economics and Statistics, Universität Innsbruck.
    11. Ezra Gayawan & Samson B. Adebayo, 2013. "A Bayesian semiparametric multilevel survival modelling of age at first birth in Nigeria," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(45), pages 1339-1372.
    12. Eric Neumayer & Thomas Plümper, 2010. "Making spatial analysis operational: Commands for generating spatial-effect variables in monadic and dyadic data," Stata Journal, StataCorp LP, vol. 10(4), pages 585-605, December.

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