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On the use of machine learning for causal inference in climate economics. (2019). Hovdahl, Isabel.
In: Working Papers.
RePEc:bny:wpaper:0077.

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  1. Athey, S. (2017). Beyond prediction: Using big data for policy problems. Science, 355(6324), 483–485.
    Paper not yet in RePEc: Add citation now

  2. Athey, S. (2018). The Impact of Machine Learning on Economics. In Agrawal Ajay K., J. Gans, & A. Goldfarb (Eds.), The economics of artificial intelligence: An agenda. University of Chicago Press.

  3. Athey, S., & Imbens, G. (2016). Recursive partitioning for heterogeneous causal effects. Proceedings of the National Academy of Sciences, 113(27), 7353–7360.
    Paper not yet in RePEc: Add citation now

  4. Athey, S., Imbens, G. W., Pham, T., & Wager, S. (2017). Estimating Average Treatment Effects: Supplementary Analyses and Remaining Challenges. American Economic Journal, 107(5), 278–281.

  5. Barreca, A. (2012). Climate change, humidity, and mortality in the United States. Journal of Environmental Economics and Management, 63(1), 19–34.

  6. Barreca, A., Clay, K., Deschênes, O., Greenstone, M., & Shapiro, J. (2016). Adapting to Climate Change: The Remarkable Decline in the U.S. Temperature-Mortality Relationship over the 20th Century. Journal of Political Economy, 124(1), 105–159.

  7. Baylis, P., Obradovich, N., Kryvasheyeu, Y., Chen, H., Coviello, L., Moro, E., . . . Fowler, J. H. (2018). Weather impacts expressed sentiment. PLOS ONE, 13(4).
    Paper not yet in RePEc: Add citation now
  8. Burgess, R., Deschenes, O., Donaldson, D., & Greenstone, M. (2017). Weather and Death in India: Mechanisms and Implications of Climate Change. EPIC Mimeograph.
    Paper not yet in RePEc: Add citation now
  9. Burke, M., González, F., Baylis, P., Heft-Neal, S., Baysan, C., Basu, S., & Hsiang, S. (2018). Higher temperatures increase suicide rates in the United States and Mexico. Nature Climate Change, 8(8), 723–729.
    Paper not yet in RePEc: Add citation now
  10. Burke, M., Miguel, E., Satyanath, S., Dykema, J. A., & Lobell, D. B. (2009). Warming increases the risk of civil war in Africa. Proceedings of the National Academy of Sciences, 106(49), 20670–20674.
    Paper not yet in RePEc: Add citation now

  11. Burke, P., & Leigh, A. (2010). Do Output Contractions Trigger Democratic Change? American Economic Journal: Macroeconomics, 2(4), 124–157.

  12. Cachon, G. P., Galliano, S., & Olivares, M. (2012). Severe Weather and Automobile Assembly Productivity. Columbia Business School Research Paper, 12(37).
    Paper not yet in RePEc: Add citation now

  13. Carleton, T., Delgado, M., Greenstone, M., Houser, T., Hsiang, S., Hultgren, A., . . . Zhang, A. T. (2018). Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits. University of Chicago, Becker Friedman Institute for Economics Working Paper(51).

  14. Dell, M., Jones, B. F., & Olken, B. A. (2014). What Do We Learn from the Weather? The New Climate-Economy Literature. Journal of Economic Literature, 52(3), 740–798.

  15. Deschênes, O. (2014). Temperature, human health, and adaptation: A review of the empirical literature. Energy Economics, 46, 606–619.
    Paper not yet in RePEc: Add citation now

  16. Deschênes, O., & Greenstone, M. (2007). The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather. American Economic Review, 97(1), 354–385.

  17. Deschênes, O., & Greenstone, M. (2011). Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US. American Economic Journal: Applied Economics, 3(4), 152–185.

  18. Feng, S., Krueger, A. B., & Oppenheimer, M. (2010). Linkages among climate change, crop yields and Mexico–US cross-border migration. Proceedings of the National Academy of Sciences, 107(32), 14257–14262.
    Paper not yet in RePEc: Add citation now
  19. Goel, S., Rao, J. M., & Shroff, R. (2016). Precinct or prejudice? Understanding racial disparities in New York City’s stop-and-frisk policy. The Annals of Applied Statistics, 10(1), 365–394.
    Paper not yet in RePEc: Add citation now
  20. Hastie, T., Tibshirani, R., & Friedman, J. (2001). The Elements of Statistical Learning -Data Mining, Inference, and Prediction (2nd ed.). New York: Springer.
    Paper not yet in RePEc: Add citation now
  21. Horowitz, J. L. (2009). Semiparametric and Nonparametric Methods in Econometrics. New York, NY: Springer US.
    Paper not yet in RePEc: Add citation now

  22. Jacob, B., Lefgren, L., & Moretti, E. (2007). The Dynamics of Criminal Behavior: Evidence from Weather Shocks. The Journal of Human Resources, 42(3), 489–527.

  23. James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An Introduction to Statistical Learning - with Applications in R (1st ed.). New York: Springer.
    Paper not yet in RePEc: Add citation now

  24. Jones, B. F., & Olken, B. A. (2010). Climate Shocks and Exports. American Economic Review, 100(2), 454–459.

  25. Kleinberg, J., Ludwig, J., Mullainathan, S., & Obermeyer, Z. (2015). Prediction Policy Problems. American Economic Review, 105(5), 491–495.

  26. Lovell, M. C. (2008). A Simple Proof of the FWL Theorem. The Journal of Economic Education, 39(1), 88–91.
    Paper not yet in RePEc: Add citation now

  27. Mullainathan, S., & Spiess, J. (2017). Machine Learning: An Applied Econometric Approach. Journal of Economic Perspectives, 31(2), 87–106.

  28. National Cancer Institute. (2017). U.S. Population Estimates, 1969–2016. Retrieved from http://seer.cancer.gov/popdata/download.html Niemelä, R., Hannula, M., Rautio, S., Reijula, K., & Railio, J. (2002). The effect of air temperature on labour productivity in call centres—a case study. Energy and Buildings, 34(8), 759–764.
    Paper not yet in RePEc: Add citation now

  29. Ranson, M. (2014). Crime, weather, and climate change. Journal of Environmental Economics and Management, 67(3), 274–302.

  30. Schlenker, W., & Roberts, M. J. (2009). Nonlinear temperature effects indicate severe damages to U.S. crop yields under climate change. Proceedings of the National Academy of Sciences, 106(37), 15594–15598.
    Paper not yet in RePEc: Add citation now
  31. Thrasher, B., Maurer, E. P., McKellar, C., & Duffy, P. B. (2012). Technical Note: Bias correcting climate model simulated daily temperature extremes with quantile mapping. Hydrology and Earth System Sciences, 16(9), 3309–3314.
    Paper not yet in RePEc: Add citation now
  32. United Nations. (2017). World Population Prospects 2017. Retrieved from https:// population.un.org/wpp/Download/Standard/Population/ Varian, H. R. (2014). Big Data: New Tricks for Econometrics. Journal of Economic Perspectives, 28(2), 3–28.
    Paper not yet in RePEc: Add citation now

  33. Wager, S., & Athey, S. (2018). Estimation and Inference of Heterogeneous Treatment Effects using Random Forests. Journal of the American Statistical Association, 113(523), 1228–1242. A Figures

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