Forecasting Civil Wars: Theory and Structure in an Age of “Big Data†and Machine Learning
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DOI: 10.1177/0022002720918923
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- Samuel Bazzi & Robert A. Blair & Christopher Blattman & Oeindrila Dube & Matthew Gudgeon & Richard Peck, 2022.
"The Promise and Pitfalls of Conflict Prediction: Evidence from Colombia and Indonesia,"
The Review of Economics and Statistics, MIT Press, vol. 104(4), pages 764-779, October.
- Samuel Bazzi & Robert A. Blair & Christopher Blattman & Oeindrila Dube & Matthew Gudgeon & Richard Peck, 2019. "The Promise and Pitfalls of Conflict Prediction: Evidence from Colombia and Indonesia," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-328, Boston University - Department of Economics.
- Samuel Bazzi & Robert A. Blair & Christopher Blattman & Oeindrila Dube & Matthew Gudgeon & Richard Merton Peck, 2019. "The Promise and Pitfalls of Conflict Prediction: Evidence from Colombia and Indonesia," NBER Working Papers 25980, National Bureau of Economic Research, Inc.
- Bazzi, Samuel & Blair, Robert & Blattman, Chris & Dube, Oeindrila & Gudgeon, Matthew & Peck, Richard, 2019. "The Promise and Pitfalls of Conflict Prediction: Evidence from Colombia and Indonesia," SocArXiv bkrn8, Center for Open Science.
- Blattman, Christopher & Dube, Oeindrila & Bazzi, Samuel & Gudgeon, Matthew & Peck, Richard & Blair, Robert, 2019. "The Promise and Pitfalls of Conflict Prediction: Evidence from Colombia and Indonesia," CEPR Discussion Papers 13829, C.E.P.R. Discussion Papers.
- Brian Greenhill & Michael D. Ward & Audrey Sacks, 2011. "The Separation Plot: A New Visual Method for Evaluating the Fit of Binary Models," American Journal of Political Science, John Wiley & Sons, vol. 55(4), pages 991-1002, October.
- Gregory D. Saxton, 2005. "Repression, Grievances, Mobilization, and Rebellion: A New Test of Gurr’s Model of Ethnopolitical Rebellion," International Interactions, Taylor & Francis Journals, vol. 31(1), pages 87-116, January.
- Beger, Andreas & Dorff, Cassy L. & Ward, Michael D., 2016. "Irregular leadership changes in 2014: Forecasts using ensemble, split-population duration models," International Journal of Forecasting, Elsevier, vol. 32(1), pages 98-111.
- Cederman, Lars-Erik & Hug, Simon & Schädel, Andreas & Wucherpfennig, Julian, 2015. "Territorial Autonomy in the Shadow of Conflict: Too Little, Too Late?," American Political Science Review, Cambridge University Press, vol. 109(2), pages 354-370, May.
- Cranmer, Skyler J. & Desmarais, Bruce A., 2017. "What Can We Learn from Predictive Modeling?," Political Analysis, Cambridge University Press, vol. 25(2), pages 145-166, April.
- Montgomery, Jacob M. & Hollenbach, Florian M. & Ward, Michael D., 2012. "Improving Predictions using Ensemble Bayesian Model Averaging," Political Analysis, Cambridge University Press, vol. 20(3), pages 271-291, July.
- Cederman, Lars-Erik & Hug, Simon & Schädel, Andreas & Wucherpfennig, Julian, 2015. "Territorial Autonomy in the Shadow of Conflict: Too Little, Too Late?—ERRATUM," American Political Science Review, Cambridge University Press, vol. 109(3), pages 635-635, August.
- Nair, Gautam & Sambanis, Nicholas, 2019. "Violence Exposure and Ethnic Identification: Evidence from Kashmir," International Organization, Cambridge University Press, vol. 73(2), pages 329-363, April.
- Minhas, Shahryar & Hoff, Peter D. & Ward, Michael D., 2019. "Inferential Approaches for Network Analysis: AMEN for Latent Factor Models," Political Analysis, Cambridge University Press, vol. 27(2), pages 208-222, April.
- Peter Tikuisis & David Carment & Yiagadeesen Samy, 2013. "Prediction of Intrastate Conflict Using State Structural Factors and Events Data," Journal of Conflict Resolution, Peace Science Society (International), vol. 57(3), pages 410-444, June.
- Nils B. Weidmann, 2016. "A Closer Look at Reporting Bias in Conflict Event Data," American Journal of Political Science, John Wiley & Sons, vol. 60(1), pages 206-218, January.
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Keywords
forecasting; civil wars; event data; machine learning;All these keywords.
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