Assessing rice production efficiency for food security policy planning in Malaysia: A non-parametric bootstrap data envelopment analysis approach
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DOI: 10.1016/j.foodpol.2021.102208
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- Leopold Simar & Paul Wilson, 2000.
"A general methodology for bootstrapping in non-parametric frontier models,"
Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(6), pages 779-802.
- Simar, L. & Wilson, P.W., 1998. "A General Methodology for Bootstrapping in Nonparametric Frontier Models," Papers 9811, Catholique de Louvain - Institut de statistique.
- Vlontzos, George & Niavis, Spyros & Manos, Basil, 2014. "A DEA approach for estimating the agricultural energy and environmental efficiency of EU countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 91-96.
- Oleg Badunenko & Pavlo Mozharovskyi, 2016.
"Nonparametric frontier analysis using Stata,"
Stata Journal, StataCorp LP, vol. 16(3), pages 550-589, September.
- Oleg Badunenko & Pavlo Mozharovskyi, 2016. "Nonparametric Frontier Analysis Using Stata," Post-Print hal-03189227, HAL.
- Yang, Shang-Shyng & Lai, Chao-Ming & Chang, Hsiu-Lan & Chang, Ed-Huan & Wei, Chia-Bei, 2009. "Estimation of methane and nitrous oxide emissions from paddy fields in Taiwan," Renewable Energy, Elsevier, vol. 34(8), pages 1916-1922.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- Ray, Subhash C. & Ghose, Arpita, 2014.
"Production efficiency in Indian agriculture: An assessment of the post green revolution years,"
Omega, Elsevier, vol. 44(C), pages 58-69.
- Subhash C. Ray & Arpita Ghose, 2010. "Production Efficiency in Indian Agriculture: An Assessment of the Post Green Evolution Years," Working papers 2010-26, University of Connecticut, Department of Economics.
- Simar, L., 1991.
"Estimating efficiencies from frontier models with panel data: a comparison of parametric, non-parametric and semi-parametric methods with boot strapping,"
LIDAM Discussion Papers CORE
1991026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- SIMAR, Léopold, 1992. "Estimating efficiencies from frontier models with panel data: a comparison of parametric, non-parametric and semi-parametric metods with bootstrapping," LIDAM Reprints CORE 995, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Jeanneaux, Philippe & Latruffe, Laure, 2016. "Modelling pollution-generating technologies in performance benchmarking: Recent developments, limits and future prospects in the nonparametric frameworkAuthor-Name: Dakpo, K. Hervé," European Journal of Operational Research, Elsevier, vol. 250(2), pages 347-359.
- Léopold Simar & Paul W. Wilson, 1998.
"Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models,"
Management Science, INFORMS, vol. 44(1), pages 49-61, January.
- SIMAR, Léopold & WILSON, Paul, 1995. "Sensitivity Analysis to Efficiency Scores : How to Bootstrap in Nonparametric Frontier Models," LIDAM Discussion Papers CORE 1995043, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Simar, L. & Wilson, P.W., 1998. "Sensitivity analysis of efficiency scores: how to bootstrap in nonparametric frontier models," LIDAM Reprints CORE 1304, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Atici, Kazim Baris & Podinovski, Victor V., 2015. "Using data envelopment analysis for the assessment of technical efficiency of units with different specialisations: An application to agriculture," Omega, Elsevier, vol. 54(C), pages 72-83.
- Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
- Monchuk, Daniel C. & Chen, Zhuo & Bonaparte, Yosef, 2010. "Explaining production inefficiency in China's agriculture using data envelopment analysis and semi-parametric bootstrapping," China Economic Review, Elsevier, vol. 21(2), pages 346-354, June.
- Joko Mariyono, 2018. "Productivity growth of Indonesian rice production: sources and efforts to improve performance," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 67(9), pages 1792-1815, November.
- Vennesland, Birger, 2005. "Measuring rural economic development in Norway using data envelopment analysis," Forest Policy and Economics, Elsevier, vol. 7(1), pages 109-119, January.
- Gong, Byeong-Ho & Sickles, Robin C., 1992.
"Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data,"
Journal of Econometrics, Elsevier, vol. 51(1-2), pages 259-284.
- Gong, Byeong-Ho & Sickles, Robin C., 1991. "Finite Sample Evidence on the Performance of Stochastic Frontiers and Data Envelopment Analysis Using Panel Data," Working Papers 91-12, C.V. Starr Center for Applied Economics, New York University.
- Tziogkidis, Panagiotis, 2012. "Bootstrap DEA and Hypothesis Testing," Cardiff Economics Working Papers E2012/18, Cardiff University, Cardiff Business School, Economics Section.
- Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
- Rosamond L. Naylor & Walter P. Falcon, 2010. "Food Security in an Era of Economic Volatility," Population and Development Review, The Population Council, Inc., vol. 36(4), pages 693-723, December.
- Clapp, Jennifer, 2017. "Food self-sufficiency: Making sense of it, and when it makes sense," Food Policy, Elsevier, vol. 66(C), pages 88-96.
- Fare, R. & Grabowski, R. & Grosskopf, S. & Kraft, S., 1997. "Efficiency of a fixed but allocatable input: A non-parametric approach," Economics Letters, Elsevier, vol. 56(2), pages 187-193, October.
- Gerdessen, Johanna C. & Pascucci, Stefano, 2013. "Data Envelopment Analysis of sustainability indicators of European agricultural systems at regional level," Agricultural Systems, Elsevier, vol. 118(C), pages 78-90.
- Shafie, S.M. & Masjuki, H.H. & Mahlia, T.M.I., 2014. "Life cycle assessment of rice straw-based power generation in Malaysia," Energy, Elsevier, vol. 70(C), pages 401-410.
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- Yi-Xuan Lu & Si-Ting Wang & Guan-Xin Yao & Jing Xu, 2023. "Green Total Factor Efficiency in Vegetable Production: A Comprehensive Ecological Analysis of China’s Practices," Agriculture, MDPI, vol. 13(10), pages 1-25, October.
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- Nodin, Mohd Norazmi & Mustafa, Zainol & Hussain, Saiful Izzuan, 2023. "Eco-efficiency assessment of Malaysian rice self-sufficiency approach," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
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Keywords
Food self-sufficiency; Technical efficiency; Food security; Sustainability; Bootstrap DEA;All these keywords.
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