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Functional Form Model Specification: An Application to Hedonic Pricing

Author

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  • Brown, Jeff E.
  • Ethridge, Don E.

Abstract

A combination of conceptual analysis and empirical analysis—partial regression and residuals analysis—was used to derive an appropriate functional form hedonic price model. These procedures are illustrated in the derivation of a functional form hedonic model for an automated, econometric daily cotton price reporting system for the Texas-Oklahoma cotton market. Following conceptualization to deduce the general shapes of relationships, the appropriate specific functional form was found by testing particular attribute transformations identified from partial regression analysis. Minimizing structural errors across attribute levels and estimation accuracy were used in determining when an appropriate functional form for both implicit and explicit prices was found.

Suggested Citation

  • Brown, Jeff E. & Ethridge, Don E., 1995. "Functional Form Model Specification: An Application to Hedonic Pricing," Agricultural and Resource Economics Review, Cambridge University Press, vol. 24(2), pages 166-173, October.
    • Handle: RePEc:cup:agrerw:v:24:y:1995:i:02:p:166-173_00
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    1. Brown, Jeff E. & Ethridge, Don E. & Hudson, Darren & Engels, Carlos, 1995. "An Automated Econometric Approach for Estimating and Reporting Daily Cotton Market Prices," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 27(2), pages 409-422, December.
    2. Ethridge, Don E. & Misra, Sukant K. & Fadiga, Mohamadou L., 2004. "Texas-Oklahoma Producer Cotton Market Summary: 2003/2004," Cotton Economics Research Institute CER Series 31246, Texas Tech University, Department of Agricultural and Applied Economics.
    3. Ahmad, Waseem & Ahmed, Tanvir & Ahmad, Bashir, 2019. "Pricing of mobile phone attributes at the retail level in a developing country: Hedonic analysis," Telecommunications Policy, Elsevier, vol. 43(4), pages 299-309.
    4. MacDonald, Stephen & Naik, Gopal & Landes, Rip, 2010. "Markets, Institutions, and the Quality of Agricultural Products: Cotton Quality in India," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61854, Agricultural and Applied Economics Association.
    5. Gaetano Lisi, 2011. "The Hedonic Price Function in a Matching Model of Housing Market," Economics Bulletin, AccessEcon, vol. 31(3), pages 2347-2355.
    6. Sanders, Dane & Misra, Sukant K. & Ethridge, Don E., 2002. "Texas - Oklahoma Producer Cotton Market Summary: 2001/2002," Cotton Economics Research Institute CER Series 31245, Texas Tech University, Department of Agricultural and Applied Economics.
    7. Sanders, Dane & Wankhede, Pallavi & Misra, Sukant K. & Ethridge, Don E., 2003. "Texas-Oklahoma Producer Cotton Market Summary: 2002/2003," Cotton Economics Research Institute CER Series 31248, Texas Tech University, Department of Agricultural and Applied Economics.
    8. Mauro Iacobini & Gaetano Lisi, 2016. "Prezzi edonici delle caratteristiche abitative e analisi di regressione multipla: suggerimenti pratici per la stima," RIVISTA DI ECONOMIA E STATISTICA DEL TERRITORIO, FrancoAngeli Editore, vol. 2016(2), pages 5-42.
    9. Lisi, Gaetano & Iacobini, Mauro, 2012. "Estimation of a Hedonic House Price Model with Bargaining: Evidence from the Italian Housing Market," MPRA Paper 66474, University Library of Munich, Germany.
    10. Gaetano Lisi & Mauro Iacobini, 2012. "Measuring the Housing Price Dispersion in Italy," Economics Bulletin, AccessEcon, vol. 32(1), pages 811-822.
    11. Teuber, Ramona, 2009. "Café de Marcala - Honduras' GI Approach to Achieving Reputation in the Coffee Market," Estey Centre Journal of International Law and Trade Policy, Estey Centre for Law and Economics in International Trade, vol. 10(1), pages 1-18.
    12. Kevin Hoefman & Aaron Bramson & Koen Schoors & Jan Ryckebusch, 2018. "The impact of functional and social value on the price of goods," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-12, November.
    13. Ward, Jason & Nelson, Jeannie & Misra, Sukant K. & Ethridge, Don E., 2001. "Texas-Oklahoma Producer Cotton Market Summary: 2000/2001," Cotton Economics Research Institute CER Series 31249, Texas Tech University, Department of Agricultural and Applied Economics.
    14. Nelson, Jeannie & Hoelscher, Kevin & Misra, Sukant K. & Ethridge, Don E., 2000. "Texas-Oklahoma Producer Cotton Market Summary: 1999/2000," Cotton Economics Research Institute CER Series 31242, Texas Tech University, Department of Agricultural and Applied Economics.
    15. Singh-Knights, Doolarie & Smith, Dennis K. & Knights, Marlon, 2005. "A Hedonic Analysis of Sheep and Goat Prices in a Changing Environment: The Role of Consumers and Implications for Management," 2005 Annual meeting, July 24-27, Providence, RI 19289, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    16. Lisi, Gaetano, 2012. "On the theoretical derivation of a functional form for the hedonic price function," MPRA Paper 37066, University Library of Munich, Germany.
    17. Chen, Changping & Ethridge, Don E. & Fletcher, Stanley M., 1997. "Textile Manufacturers' Market Valuation Of Cotton Fiber Attributes," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 29(1), pages 1-11, July.
    18. Hoelscher, Kevin & Ethridge, Don E. & Misra, Sukant K., 1998. "Texas-Oklahoma Producer Cotton Market Summary: 1997/98," Cotton Economics Research Institute CER Series 31250, Texas Tech University, Department of Agricultural and Applied Economics.
    19. Teuber, Ramona, 2008. "Geographical Indications and the Value of Reputation - Empirical Evidence for Cafe de Marcala," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 43835, European Association of Agricultural Economists.

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