Modeling the effect of off-farm income on farmland values: A quantile regression approach
Using the farm household as a unit of analysis and farm-level data, this study examines the impact of off-farm income on farmland values. In contrast to previous studies that assume a homogeneous relationship across the entire distribution, in this study quantile regression is used to estimate the empirical model. Results of this study show the effect of land attributes—captured by regional location and farm program payments; off-farm income on value of farmland can be better explained by estimating quantile regression across farmland value categories. Results indicate that a 1percent increase in off-farm income could increase per-acre farmland value between 0.15 and 0.21%.
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- Barry K. Goodwin & Ashok K. Mishra, 2004. "Farming Efficiency and the Determinants of Multiple Job Holding by Farm Operators," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 722-729.
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- Koenker,Roger, 2005.
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- Livanis, Grigorios T. & Moss, Charles B. & Breneman, Vincent E. & Nehring, Richard F., 2005. "Urban Sprawl and Farmland Prices," Working Papers 15657, University of Florida, International Agricultural Trade and Policy Center.
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447R, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Ashok K. Mishra & Carmen L. Sandretto, 2002. "Stability of Farm Income and the Role of Nonfarm Income in U.S. Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 24(1), pages 208-221.
- Feng Xu & Ron C. Mittelhammer & Paul W. Barkley, 1993. "Measuring the Contributions of Site Characteristics to the Value of Agricultural Land," Land Economics, University of Wisconsin Press, vol. 69(4), pages 356-369.
- Vincent E. Breneman & Richard F. Nehring, 2006. "Urban Sprawl and Farmland Prices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(4), pages 915-929.
- Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
- Barry K. Goodwin & Ashok K. Mishra & François N. Ortalo-Magné, 2003. "What's Wrong with Our Models of Agricultural Land Values?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(3), pages 744-752.
- Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
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