Matthieu Stigler

Agriculture and Development Economics using Big Data


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Google Scholar: link. ORCID: 0000-0002-6802-4290

CURRENT WORKING PAPERS

Environmental economics: Deforestation, sustainable governance
  • Are supply-chain deforestation initiatives effective? The effects of zero-deforestation commitments in Indonesia’s palm oil sector. With Rachael Garrett, Robert Heilmayr, Kim Carlson, Jason Benedict, and Janina Grabs. Submitted.
  • Conservation policies are failing to reduce degradation in the Brazilian Amazon. With Federico Cammelli, Holly K Gibbs, Florian Gollnow, Samuel Levy, and Rachael D. Garrett. Submitted.
  • Mechanisms of reduced supply chain policy effectiveness and leakage in the Brazilian cattle sector. With Samuel Levy, Erasmus zu Ermgassen, Vivian Ribeiro, and Rachael D. Garrett.
  • Smallholder zero-deforestation agreements reduce forest loss on the Colombian Amazon frontier. With Paul Furumo and Eric Lambin.
Agricultural Economics: crop insurance, supply response
  • With big data come big problems: pitfalls in measuring basis risk for crop index insurance. With David Lobell, Apratim Dey and Andrew Hobbs. arXiv working paper
  • On the benefits of index insurance in US agriculture: a large-scale analysis using satellite data. With David Lobell. arXiv working paper
  • Supply response at the field-level: disentangling area and yield effects. working paper
  • Global Yield Distributions since 1960. With Nathan Hendricks. working paper

PUBLISHED PAPERS

2024

  • How well does the implementation of corporate zero-deforestation commitments in Indonesia align with aims to halt deforestation and include smallholders? With Adelina Chandra et al. Environmental Research Letters, 19:4 www
  • Researchers’ Degrees-of-Flexibility and the Credibility of Difference-in-Differences Estimates: Evidence From the Pandemic Policy Evaluations. With Joakim Weil. Accepted at Economic Enquiry, NBER working paper

2023

  • Optimal index insurance and basis risk decomposition: an application to Kenya. With David Lobell. American Journal of Agricultural Economics www

2022

  • Using Satellite Imagery and Machine Learning to Estimate the Livelihood Impact of Electricity Access. With Nathan Ratledge et al., Nature, Vol. 611:7936, p. 491-495 www
  • Exposures and Behavioral Responses to Wildfire Smoke. With Marshall Burke et al. Nature Human Behaviour, Vol . 6, p. 1351–1361 www
  • The effects of agricultural policy on supply and productivity: Evidence from differential changes in distortions. With N. Hendricks, A. Smith, Nelson and B. Villoria. Agricultural economics, 54: 44–61 www

2020

  • Social Distancing Responses to COVID-19 Emergency Declarations Strongly Differentiated by Income. With J. Weill, O Deschenes and M. Springborn. Proceedings of the National Academy of Sciences, 117(33), p. 19658-19660 www. Media coverage: Wired, New York Post, Los Angeles Times
  • Stigler, M. tsDyn: Threshold cointegration: overview and implementation in R, Handbook of Statistics, Volume 42, p. 229-264, Elsevier www

2012

  • Stigler, M. et al. Book review : Methods to analyse Agricultural Commodity Price Volatility, European Review of Agricultural Economics, 39:4, www
  • Steffen, Stigler, M., Contract Management after milk quotas, in Yearbook of Socioeconomics in Agriculture, SSA, pdf

2011

  • Stigler, M. Commodity Price properties, in Safeguarding Food Security in Volatile Global Markets, FAO, pdf
  • Prakash, A. and Stigler, M. The Economics of information and behaviour in explaining excess volatility, in Safeguarding Food Security in Volatile Global Markets, FAO, pdf
  • Stigler, M. and Prakash, A. The Role of Stocks in Generating Volatility and Crisis, in Safeguarding Food Security in Volatile Global Markets, FAO, pdf
  • Stigler, M. Tortora P. Food crisis : did prices rise faster than they fell ?, Research Topics in Agricultural and Applied Economics, Bentham Science Publishers, www

2010

  • Gairing, M., Mann, S., and Stigler, M. The end of Milk Quotas: Developments on the Swiss Milk Market, ART report series, no 732, www

ONGOING WORK

  • Measuring rotation effects in the US Corn Belt: a multiple diff-diff approach. working paper
  • Stylized facts on the US Corn Belt: a satellite tour. working paper
  • Yield response to climate: new insights from functional data analysis.
  • Within field variability and nitrogen leaching: is there a win-win conservation policy?