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Cover Crop Adoption and Climate Risks: An Application of Causal Random Forests

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  • Quigley, David T.
  • Che, Yuyuan
  • Yasar, Mahmut
  • Rejesus, Roderick M.

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  • Quigley, David T. & Che, Yuyuan & Yasar, Mahmut & Rejesus, Roderick M., 2023. "Cover Crop Adoption and Climate Risks: An Application of Causal Random Forests," 2023 Annual Meeting, July 23-25, Washington D.C. 335586, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea23:335586
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    References listed on IDEAS

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    1. Fengxia Dong, 2022. "Cover Crops, Drought, Yield, and Risk: An Analysis of US Soybean Production," NBER Chapters, in: American Agriculture, Water Resources, and Climate Change, pages 241-267, National Bureau of Economic Research, Inc.
    2. Benedikte Bjerge & Neda Trifkovic, 2018. "Extreme weather and demand for index insurance in rural India," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 45(3), pages 397-431.
    3. Jianxuan Liu & Yanyuan Ma & Lan Wang, 2018. "An alternative robust estimator of average treatment effect in causal inference," Biometrics, The International Biometric Society, vol. 74(3), pages 910-923, September.
    4. Lee, Seungyub & McCann, Laura, 2019. "Adoption of Cover Crops by U.S. Soybean Producers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 51(4), pages 527-544, November.
    5. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    6. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    7. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    8. Carolyn Kousky, 2017. "Disasters as Learning Experiences or Disasters as Policy Opportunities? Examining Flood Insurance Purchases after Hurricanes," Risk Analysis, John Wiley & Sons, vol. 37(3), pages 517-530, March.
    9. Schipanski, Meagan E. & Barbercheck, Mary & Douglas, Margaret R. & Finney, Denise M. & Haider, Kristin & Kaye, Jason P. & Kemanian, Armen R. & Mortensen, David A. & Ryan, Matthew R. & Tooker, John & W, 2014. "A framework for evaluating ecosystem services provided by cover crops in agroecosystems," Agricultural Systems, Elsevier, vol. 125(C), pages 12-22.
    10. Yoder, Landon & Houser, Matthew & Bruce, Analena & Sullivan, Abigail & Farmer, James, 2021. "Are climate risks encouraging cover crop adoption among farmers in the southern Wabash River Basin?," Land Use Policy, Elsevier, vol. 102(C).
    11. Cai, Jing & Song, Changcheng, 2017. "Do disaster experience and knowledge affect insurance take-up decisions?," Journal of Development Economics, Elsevier, vol. 124(C), pages 83-94.
    12. Anthony Louis D'Agostino & Wolfram Schlenker, 2016. "Recent weather fluctuations and agricultural yields: implications for climate change," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 159-171, November.
    13. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    14. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, January.
    15. Shackelford, Gorm E. & Kelsey, Rodd & Dicks, Lynn V., 2019. "Effects of cover crops on multiple ecosystem services: Ten meta-analyses of data from arable farmland in California and the Mediterranean," Land Use Policy, Elsevier, vol. 88(C).
    16. Fan Li & Kari Lock Morgan & Alan M. Zaslavsky, 2018. "Balancing Covariates via Propensity Score Weighting," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 390-400, January.
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