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Analysing farmland rental rates using Bayesian geoadditive quantile regression

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  • März, Alexander
  • Klein, Nadja
  • Kneib, Thomas
  • Musshoff, Oliver

Abstract

Empirical studies on farmland rental rates have predominantly concentrated on modelling conditional means using spatial autoregressive models, where a linear functional form be- tween the response and the covariates is assumed. This paper extends the hedonic pricing literature by modelling conditional quantiles of farmland rental rates semi-parametrically using Bayesian geoadditive quantile regression models. The flexibility of this model class overcomes the problems associated with functional form misspecifications and allows us to present a more detailed analysis. Our results stress the importance of making use of semi- parametric regression models as several covariates influence farmland rental rates in an ex- plicit non-linear way.

Suggested Citation

  • März, Alexander & Klein, Nadja & Kneib, Thomas & Musshoff, Oliver, 2014. "Analysing farmland rental rates using Bayesian geoadditive quantile regression," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182752, European Association of Agricultural Economists.
  • Handle: RePEc:ags:eaae14:182752
    DOI: 10.22004/ag.econ.182752
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    2. Junpyo Park, 2022. "Distance to Biorefinery Plants and Its Influence on Agricultural Land Value: Evidence from the United States Midwest Region," Land, MDPI, vol. 11(9), pages 1-14, September.
    3. Ngandu Balekelayi & Solomon Tesfamariam, 2020. "Geoadditive Quantile Regression Model for Sewer Pipes Deterioration Using Boosting Optimization Algorithm," Sustainability, MDPI, vol. 12(20), pages 1-24, October.
    4. Buchholz, Matthias & Danne, Michael & Musshoff, Oliver, 2022. "An experimental analysis of German farmers’ decisions to buy or rent farmland," Land Use Policy, Elsevier, vol. 120(C).
    5. Johanna Choumert & Pascale Phelinas, 2015. "Farmland Rental Values in GM Soybean Areas of Argentina: Do Contractual Arrangements Matter?," Working Papers halshs-01237771, HAL.
    6. Kualwik, Jacek, 2016. "Selected problems of farmland valuation and setting rents for its lease," Problems of Agricultural Economics / Zagadnienia Ekonomiki Rolnej 252639, Institute of Agricultural and Food Economics - National Research Institute (IAFE-NRI).
    7. Kuethe, Todd H. & Bigelow, Daniel P., 2018. "Bargaining Power in Farmland Rental Markets," 2018 Annual Meeting, August 5-7, Washington, D.C. 274113, Agricultural and Applied Economics Association.
    8. Ivan Jeliazkov & Shubham Karnawat & Mohammad Arshad Rahman & Angela Vossmeyer, 2023. "Flexible Bayesian Quantile Analysis of Residential Rental Rates," Papers 2305.13687, arXiv.org, revised Sep 2023.
    9. Henning Schaak & Oliver Musshoff, 2022. "The distribution of the rent–price relationship of agricultural land in Germany [An analysis of growth of U.S. farmland prices, 1963–82]," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 49(3), pages 696-718.
    10. Cord-Friedrich von Hobe & Marius Michels & Oliver Musshoff, 2021. "German Farmers’ Perspectives on Price Drivers in Agricultural Land Rental Markets—A Combination of a Systematic Literature Review and Survey Results," Land, MDPI, vol. 10(2), pages 1-22, February.
    11. Hennig Solveigh & Breustedt Gunnar, 2018. "The Incidence of Agricultural Subsidies on Rental Rates for Grassland," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 238(2), pages 125-156, April.

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