Panel data estimation techniques and farm-level data models

American Journal of Agricultural Economics

Volumn 94, Issue 5, 2012, Pages 1202-1217

  Platoni, Silvia ^a   Sckokai, Paolo ^a   Moro, Daniele ^b  

^a UNIVERSITÀ CATTOLICA DEL SACRO CUORE   (Italy)

^b Istituto di Economia Agro Alimentare   (Italy)

Author keywords

agricultural policy; Error Component Model; panel data; systems of equations

Indexed keywords

AGRICULTURAL POLICY; CORRELATION; ECONOMETRICS; ERROR ANALYSIS; ESTIMATION METHOD; NUMERICAL METHOD; PANEL DATA;

EID: 84866377810     PISSN: 00029092     EISSN: 14678276     Source Type: Journal    
DOI: 10.1093/ajae/aas072     Document Type: Article

References (29)

1. Aldana, U., J.D. Foltz, B.L. Barham, and P. Useche. 2011. "Sequential Adoption of Package Technologies: The Dynamics of Stacked Trait Corn Adoption." American Journal of Agricultural Economics 93(1):130-43.
2. Baltagi, B.H. 2005. Econometric Analysis of Panel Data (3rd edition). Chichester, UK: Wiley and Sons.
3. Baltagi, B.H., S.H. Song, and B.C. Jung. 2001. "The Unbalanced Nested Error Component Regression Model." Journal of Econometrics 101(2):357-81.
4. Biørn,E. 2004."Regression Systems for Unbalanced Panel Data: A Stepwise Maximum Likelihood Procedure." Journal of Econometrics 122(2):281-91.
5. Boumahdi, R., J. Chaaban, and A. Thomas. 2004. Import Demand Estimation with Country and Products Effects: Application of Multi-way Unbalanced Panel Data Models to Lebanese Imports. Cahier de Recherche INRA de Toulouse 2004-17.
6. Chambers, R.G., G. Karagiannis, and V. Tzouvelekas. 2010. "Another Look at Pesticide Productivity and Pest Damage." American Journal of Agricultural Economics 92(5):1401-19.
7. Chavas, J.P., and M.T. Holt. 1990. "Acreage Decision under Risk: the Case of Corn and Soybeans." American Journal of Agricultural Economics 72(3):529-38.
8. Coyle, B.T. 1992. "Risk Aversion and Price Risk in Duality Models of Production: A Linear Mean-Variance Approach." American Journal of Agricultural Economics 74(4):849-59.
9. Davis, P. 2002. "Estimating Multi-way Error Components Models with Unbalanced Data Structures." Journal of Econometrics 106(1):67-95.
10. Deaton,A. 1985."Panel Data fromTime Series of Cross-Sections." Journal of Econometrics 30(1-2):109-26.
11. Goodwin, B.K., and A.K. Mishra. 2006. "Are 'Decoupled' Farm Program Payments Really Decoupled? An Empirical Evaluation." American Journal of Agricultural Economics 88(1):73-89.
12. Huettel, S., O. Musshoff, and M. Odening. 2010. "Investment Reluctance: Irreversibility or Imperfect Capital Markets?" European Review of Agricultural Economics 37(1):51-76.
13. Moro,D., and P. Sckokai. 1999. "Modelling the CAPArable Crop Regime in Italy:Degree of Decoupling and Impact of Agenda 2000." Cahiers d'Economie et Sociologie Rurales 53:49-73.
14. Oude Lansink, A. 1999. "Area Allocation under Price Uncertainty on Dutch Arable Farms." Journal of Agricultural Economics 50(1):93-105.
15. Oude Lansink, A., and J. Peerlings. 1996. "Modelling the New EU Cereals Regime in the Netherlands." European Review of Agricultural Economics 23(2): 161-78.
16. Platoni, S., P. Sckokai, and D. Moro. 2012. "A Note on Two-way ECM Estimation of SUR Systems on Unbalanced Panel Data." Econometric Reviews 31(2): 119-41.
17. Ricker-Gilbert, J., T.S. Jayne, and E. Chirwa. 2011. "Subsidies and Crowing Out: A Double-Hurdle Model of Fertilizer Demand in Malawi." American Journal of Agricultural Economics 93(1): 26-42.
18. Sckokai,P., and J. Anton. 2005. "The Degree of Decoupling of Area Payments for Arable Crops in the European Union." American Journal of Agricultural Economics 87(5):1220-28.
19. Sckokai, P., and D. Moro. 2006. "Modeling the Reforms of the Common Agricultural Policy for Arable Crops under Uncertainty." American Journal of Agricultural Economics 88(1):43-56.
20. Sckokai, P., and D. Moro. 2009. "Modelling the Impact of the CAP Single Farm Payment on Farm Investment and Output." European Review of Agricultural Economics 36(3):395-423.
21. Serra, T., S. Stefanou, J.M. Gil, and A. Featherstone. 2009. "Investment Rigidity and Policy Measures." European Review of Agricultural Economics 36(1):103-20.
22. Serra, T., D. Zilberman, B.K. Goodwin, and A. Featherstone. 2006. "Effects of Decoupling on the Mean andVariability of Output." European Review of Agricultural Economics 33(3):269-88.
23. Serra, T., D. Zilberman, B.K. Goodwin, and K. Hyvonen. 2005. "Replacement of Agricultural Price Supports by Area Payments in the European Union and the Effects on Pesticide Use." American Journal of Agricultural Economics 87(4): 870-84.
24. Shonkwiler, J.S., and S.T.Yen. 1999. "Two-step Estimation of a Censored System of Equations." American Journal of Agricultural Economics 81(4):972-82.
25. Tauchmann, H. 2005. "Efficiency of Twostep Estimators for Censored Systems of Equations: Shonkwiler and Yen Reconsidered." Applied Economics 37(4): 367-74.
26. Wansbeek,T., and A. Kapteyn. 1989. "Estimation of the Error-Components Model with Incomplete Panels." Journal of Econometrics 41(3):341-61.
27. Yen, S.T. (2005). "A Multivariate Sample-Selection Model:Estimating Cigarette and Alcohol Demands with Zero Observations." American Journal of Agricultural Economics 87(2):453-66.
28. Yen, S.T., and Lin, B.-H. (2006). "A Sample-Selection Approach to Censored Demand Systems." American Journal of Agricultural Economics 88(3):742-49.
29. Yen, S.T., Lin, B.-H., and Smallwood, D.M. (2003). "Quasi-and Simulated-Likelihood Approaches to Censored Demand Systems: Food Consumption by Food Stamp Recipients in the United States." American Journal of Agricultural Economics 85(2):458-78.