베이지언 확률프론티어 기법을 이용한 딸기 및 토마토 친환경재배의 효율성 분석
A Bayesian Stochastic Frontier Estimation of Efficiencies for Strawberry and Tomato Farming:Effect of Environmentally Friendly Farming
1
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
There are growing interests in environmental friendly cultivation for the matter of health concern. This study analyzes an economic efficiency of strawberry and tomato farming by considering the role of environmentally friendly cultivation. The Database of Rural Development Administration is used for strawberry and tomato farming households. We adopt a Bayesian stochastic frontier model to resolve a small sample property of the data. Empirical finding is that environmentally friendly cultivation improves the revenue of farming but the effect on net profit is not conclusive which calls for future research.
Abstract
There are growing interests in environmental friendly cultivation for the matter of health concern. This study analyzes an economic efficiency of strawberry and tomato farming by considering the role of environmentally friendly cultivation. The Database of Rural Development Administration is used for strawberry and tomato farming households. We adopt a Bayesian stochastic frontier model to resolve a small sample property of the data. Empirical finding is that environmentally friendly cultivation improves the revenue of farming but the effect on net profit is not conclusive which calls for future research.
참고문헌 (15)
- Adams, R. M., "Semiparametric Approaches to Stochastic Panel Frontiers with Applications in the Banking Industry", Journal of Business and Economics Statistics, 17, pp.349~358 (1999)
- Aigner. D., "Formulation and Estimation of Stochastic Frontier Production Function Models", Journal of Econometrics, 6, pp.21~37 (1977)
- Barros, C. P., "A Bayesian Stochastic Frontier of Italian Football", Applied Economics, 46(20), pp.2398~2407 (2014)
- Chen, Z, "A Bayesian Stochastic Frontier Analysis of Chinese Fossil-fuel Electricity Generation Companies", Energy Economics, 48, pp.136~144 (2015)
- Galan, J. E, "Bayesian Estimation of Inefficiency Heterogeneity in Stochastic Frontier Models", Journal of Productivity Analysis, 42, pp.85~101 (2014)
- Griffin, J. E, "Semiparametric Bayesian Inference for Stochastic Frontier Models", Journal of Econometrics, 123, pp.121~152 (2004)
- Jondrow, J., "On Estimation of Technical Efficiency in the Stochastic Frontier Production Function Model", Journal of Econometrics, 19, pp.233~238 (1982)
- Production and Consumption Status and Market Prospects for Environment-friendly Agri-foods, "Kim, C.", KREI, ~ (2013)
- Fostering Environment-friendly Agriculture and Strengthening Management of Agri-environmental Resources, "Kim, C.", KREI, ~ (2016)
- Kim, G., "Evaluating the Performance of US Manufacturing and Service Operations in the Presence of IT: a Bayesian Stochastic Production Approach", International Journal of Production Research, 53(18), pp.5500~5523 (2015)
- Koop, G., "Bayesian Efficiency Analysis through Individual Effects: Hospital Cost Frontiers", Journal of Econometrics, 76, pp.77~105 (1997)
- Meeusen, W., "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Errors", International Economic Review, 8, pp.435~444 (1977)
- Annual Statistics of Agricultural Wholesale Market, "Ministry of Agriculture, Food and Rural Affairs", ~ (2013)
- Park, B., "Stochastic Panel Frontiers: a Semiparametric Approach", Journal of Econometrics, 84, pp.273~301 (1998)
- van den Broeck, "Stochastic Frontier Models: a Bayesian Perspective", Journal of Econometrics, 61, pp.273~303 (1994)