Mapping Disaggregate-Level Agricultural Households in South Africa Using a Hierarchical Bayes Small Area Estimation Approach
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- Priyanka Anjoy & Hukum Chandra & Pradip Basak, 2019. "Estimation of Disaggregate-Level Poverty Incidence in Odisha Under Area-Level Hierarchical Bayes Small Area Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(1), pages 251-273, July.
- Thorpe, L.E., 2017. "Surveillance as Our Sextant," American Journal of Public Health, American Public Health Association, vol. 107(6), pages 847-848.
- David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika Van Der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639, October.
- repec:aph:ajpbhl:10.2105/ajph.2017.303803_3 is not listed on IDEAS
- Joseph Mulema & Idah Mugambi & Monica Kansiime & Hong Twu Chan & Michael Chimalizeni & Thi Xuan Pham & George Oduor, 2021. "Barriers and opportunities for the youth engagement in agribusiness: empirical evidence from Zambia and Vietnam," Development in Practice, Taylor & Francis Journals, vol. 31(5), pages 690-706, July.
- Shonosuke Sugasawa & Tatsuya Kubokawa & J. N. K. Rao, 2019. "Hierarchical Bayes small‐area estimation with an unknown link function," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 46(3), pages 885-897, September.
- Benavent, Roberto & Morales, Domingo, 2016. "Multivariate Fay–Herriot models for small area estimation," Computational Statistics & Data Analysis, Elsevier, vol. 94(C), pages 372-390.
- Shiferaw, Yegnanew A., 2019. "Time-varying correlation between agricultural commodity and energy price dynamics with Bayesian multivariate DCC-GARCH models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 526(C).
- Carletto, Calogero & Corral, Paul & Guelfi, Anita, 2017. "Agricultural commercialization and nutrition revisited: Empirical evidence from three African countries," Food Policy, Elsevier, vol. 67(C), pages 106-118.
- Geza, W. & Ngidi, M. S. C. & Slotow, R. & Mabhaudhi, Tafadzwanashe, 2022. "The dynamics of youth employment and empowerment in agriculture and rural development in South Africa: a scoping review," Papers published in Journals (Open Access), International Water Management Institute, pages 1-14(9):504.
- Wendy Geza & Mjabuliseni Simon Cloapas Ngidi & Rob Slotow & Tafadzwanashe Mabhaudhi, 2022. "The Dynamics of Youth Employment and Empowerment in Agriculture and Rural Development in South Africa: A Scoping Review," Sustainability, MDPI, vol. 14(9), pages 1-20, April.
- Molina, Isabel, 2022. "Disaggregating data in household surveys: Using small area estimation methodologies," Estudios Estadísticos 48107, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
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Keywords
agricultural households; disaggregation; hierarchical Bayes; fruits; vegetables; grains and crops;All these keywords.
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