Estimation of cost allocation coefficients at the farm level using an entropy approach
This paper aims to estimate the farm cost allocation coefficients from whole-farm input costs. An entropy approach was developed under a Tobit formulation and was applied to a sample of farms from the 2004 Farm Accountancy Data Network data base for Alentejo region, Southern Portugal. A Generalized Maximum Entropy model and Cross Generalized Entropy model were developed to the sample conditions and were tested. Model results were assessed in terms of their precision and estimation power and were compared with the observed data. The entropy approach showed to be a flexible and valid tool to estimate incomplete information, namely regarding farm costs.
Volume (Year): 40 (2013)
Issue (Month): 9 (September)
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- Sergio H. Lence & Douglas J. Miller, 1998.
"Recovering Output-Specific Inputs from Aggregate Input Data: A Generalized Cross-Entropy Approach,"
American Journal of Agricultural Economics,
Agricultural and Applied Economics Association, vol. 80(4), pages 852-867.
- Lence, Sergio H. & Miller, Douglas, 1998. "Recovering Output-Specific Inputs from Aggregate Input Data: A Generalized Cross Entropy Approach," Staff General Research Papers 1305, Iowa State University, Department of Economics.
- Howitt, Richard E. & Reynaud, Arnaud, 2002. "Spatial Disaggregation of Agricultural Production Data," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24961, European Association of Agricultural Economists.
- Paris, Quirino & Caputo, Michael R., 2001. "Sensitivity Of The Gme Estimates To Support Bounds," Working Papers 11966, University of California, Davis, Department of Agricultural and Resource Economics.
- Xiaobo Zhang & Shenggen Fan, 2001.
"Estimating Crop-Specific Production Technologies in Chinese Agriculture: A Generalized Maximum Entropy Approach,"
American Journal of Agricultural Economics,
Agricultural and Applied Economics Association, vol. 83(2), pages 378-388.
- Zhang, Xiaobo & Fan, Shenggen, 1999. "Estimating crop-specific production technologies in Chinese agriculture: a generalized maximum entropy approach," EPTD discussion papers 50, International Food Policy Research Institute (IFPRI).
- Yves Léony & Ludo Peeters & Maurice Quinqu & Yves Surry, 1999. "The Use of Maximum Entropy to Estimate Input-Output Coefficients From Regional Farm Accounting Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 50(3), pages 425-439.
- A. Moxey & R. Tiffin, 1994. "Estimating Linear Production Coefficients From Farm Business Survey Data: A Note," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(3), pages 381-385.
- Golan, Amos & Judge, George G. & Miller, Douglas, 1996. "Maximum Entropy Econometrics," Staff General Research Papers 1488, Iowa State University, Department of Economics.
- Campbell, Randall C. & Hill, R. Carter, 2005. "A Monte Carlo study of the effect of design characteristics on the inequality restricted maximum entropy estimator," Review of Applied Economics, Review of Applied Economics, vol. 1(1).
- Paul V. Preckel, 2001. "Least Squares and Entropy: A Penalty Function Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 366-377.
- Iain Fraser, 2000. "An application of maximum entropy estimation: the demand for meat in the United Kingdom," Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 45-59.
- Cesaltina Pires & Andreia Dionisio & Luís Coelho, 2010. "GME versus OLS - Which is the best to estimate utility functions?," CEFAGE-UE Working Papers 2010_02, University of Evora, CEFAGE-UE (Portugal).
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