Forecasting the climate-conflict risk in Africa along climate-related scenarios and multiple socio-economic drivers
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DOI: 10.1016/j.econmod.2024.106911
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- Cameron,A. Colin & Trivedi,Pravin K., 2013.
"Regression Analysis of Count Data,"
Cambridge Books,
Cambridge University Press, number 9781107667273, November.
- Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107014169, January.
- Fernández-Val, Iván & Weidner, Martin, 2016.
"Individual and time effects in nonlinear panel models with large N, T,"
Journal of Econometrics, Elsevier, vol. 192(1), pages 291-312.
- Ivan Fernandez-Val & Martin Weidner, 2013. "Individual and time effects in nonlinear panel models with large N, T," CeMMAP working papers CWP60/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan Fernandez-Val & Martin Weidner, 2014. "Individual and time effects in nonlinear panel models with large N, T," CeMMAP working papers CWP32/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Ivan Fernandez-Val & Martin Weidner, 2013. "Individual and Time Effects in Nonlinear Panel Models with Large N, T," Papers 1311.7065, arXiv.org, revised Dec 2018.
- Ivan Fernandez-Val & Martin Weidner, 2015. "Individual and time effects in nonlinear panel models with large N, T," CeMMAP working papers CWP17/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Guillaume Chevillon, 2007.
"Direct Multi‐Step Estimation And Forecasting,"
Journal of Economic Surveys, Wiley Blackwell, vol. 21(4), pages 746-785, September.
- Guillaume Chevillon, 2005. "Direct multi-step estimation and forecasting," Documents de Travail de l'OFCE 2005-10, Observatoire Francais des Conjonctures Economiques (OFCE).
- Raul Caruso & Ilaria Petrarca & Roberto Ricciuti, 2016. "Climate change, rice crops, and violence," Journal of Peace Research, Peace Research Institute Oslo, vol. 53(1), pages 66-83, January.
- Marcellino, Massimiliano & Stock, James H. & Watson, Mark W., 2006.
"A comparison of direct and iterated multistep AR methods for forecasting macroeconomic time series,"
Journal of Econometrics, Elsevier, vol. 135(1-2), pages 499-526.
- Stock, James & Watson, Mark & Marcellino, Massimiliano, 2005. "A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series," CEPR Discussion Papers 4976, C.E.P.R. Discussion Papers.
- Massimiliano Marcellino & James Stock & Mark Watson, 2005. "A Comparison of Direct and Iterated Multistep AR Methods for Forecasting Macroeconomic Time Series," Working Papers 285, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Paola Vesco & Håvard Hegre & Michael Colaresi & Remco Bastiaan Jansen & Adeline Lo & Gregor Reisch & Nils B. Weidmann, 2022. "United they stand: Findings from an escalation prediction competition," International Interactions, Taylor & Francis Journals, vol. 48(4), pages 860-896, July.
- Jeroen Klomp & Erwin Bulte, 2013.
"Climate change, weather shocks, and violent conflict: a critical look at the evidence,"
Agricultural Economics, International Association of Agricultural Economists, vol. 44(s1), pages 63-78, November.
- Klomp, Jeroen & Bulte, Erwin H., 2012. "Climate Change, Weather Shocks and Violent Conflict: A Critical Look at the Evidence," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 125861, International Association of Agricultural Economists.
- Mariaflavia Harari & Eliana La Ferrara, 2018.
"Conflict, Climate, and Cells: A Disaggregated Analysis,"
The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 594-608, October.
- Mariaflavia Harari & Eliana La Ferrara, 2012. "Conflict, Climate and Cells: A disaggregated analysis," Working Papers 461, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- La Ferrara, Eliana & Harari, Mariaflavia, 2013. "Conflict, Climate and Cells: A Disaggregated Analysis," CEPR Discussion Papers 9277, C.E.P.R. Discussion Papers.
- Price Gregory N. & Elu Juliet U., 2017. "Climate Change and Cross-State Islamist Terrorism in Nigeria," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 23(3), pages 1-13, August.
- Petropoulos, Fotios & Apiletti, Daniele & Assimakopoulos, Vassilios & Babai, Mohamed Zied & Barrow, Devon K. & Ben Taieb, Souhaib & Bergmeir, Christoph & Bessa, Ricardo J. & Bijak, Jakub & Boylan, Joh, 2022.
"Forecasting: theory and practice,"
International Journal of Forecasting, Elsevier, vol. 38(3), pages 705-871.
- Fotios Petropoulos & Daniele Apiletti & Vassilios Assimakopoulos & Mohamed Zied Babai & Devon K. Barrow & Souhaib Ben Taieb & Christoph Bergmeir & Ricardo J. Bessa & Jakub Bijak & John E. Boylan & Jet, 2020. "Forecasting: theory and practice," Papers 2012.03854, arXiv.org, revised Jan 2022.
- Debarsy, Nicolas & Ertur, Cem, 2019. "Interaction matrix selection in spatial autoregressive models with an application to growth theory," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 49-69.
- Parsons, David J. & Rey, Dolores & Tanguy, Maliko & Holman, Ian P., 2019. "Regional variations in the link between drought indices and reported agricultural impacts of drought," Agricultural Systems, Elsevier, vol. 173(C), pages 119-129.
- Montaud, Jean-Marc & Pecastaing, Nicolas & Tankari, Mahamadou, 2017.
"Potential socio-economic implications of future climate change and variability for Nigerien agriculture: A countrywide dynamic CGE-Microsimulation analysis,"
Economic Modelling, Elsevier, vol. 63(C), pages 128-142.
- Jean-Marc Montaud & Nicolas Pecastaing & Mahamadou Roufahi Tankari, 2017. "Potential socio-economic implications of future climate change and variability for Nigerien agriculture: A countrywide dynamic CGE-Microsimulation analysis," Post-Print hal-01885231, HAL.
- Stephanie Glaser & Robert C. Jung & Karsten Schweikert, 2022. "Spatial panel count data: modeling and forecasting of urban crimes," Journal of Spatial Econometrics, Springer, vol. 3(1), pages 1-29, December.
- Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015.
"Climate and Conflict,"
Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
- Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2014. "Climate and Conflict," NBER Working Papers 20598, National Bureau of Economic Research, Inc.
- Burke, Marshall & Hsiang, Solomon M & Miguel, Edward, 2015. "Climate and Conflict," Department of Economics, Working Paper Series qt41d8p9fh, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Ing, Ching-Kang, 2003. "Multistep Prediction In Autoregressive Processes," Econometric Theory, Cambridge University Press, vol. 19(2), pages 254-279, April.
- Solomon Hsiang, 2016. "Climate Econometrics," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 43-75, October.
- Federica Cappelli & Caterina Conigliani & Valeria Costantini & Keti Lelo & Anil Markandya & Elena Paglialunga & Giorgia Sforna, 2020. "Do spatial interactions fuel the climate-conflict vicious cycle? The case of the African continent," Journal of Spatial Econometrics, Springer, vol. 1(1), pages 1-52, December.
- van Weezel, Stijn, 2020. "Local warming and violent armed conflict in Africa," World Development, Elsevier, vol. 126(C).
- Håvard Hegre & Paola Vesco & Michael Colaresi, 2022. "Lessons from an escalation prediction competition," International Interactions, Taylor & Francis Journals, vol. 48(4), pages 521-554, July.
- Katharine J. Mach & Caroline M. Kraan & W. Neil Adger & Halvard Buhaug & Marshall Burke & James D. Fearon & Christopher B. Field & Cullen S. Hendrix & Jean-Francois Maystadt & John O’Loughlin & Philip, 2019. "Climate as a risk factor for armed conflict," Nature, Nature, vol. 571(7764), pages 193-197, July.
- James LeSage, 2015. "Software for Bayesian cross section and panel spatial model comparison," Journal of Geographical Systems, Springer, vol. 17(4), pages 297-310, October.
- James LeSage & Bryce Cashell, 2015. "A comparison of vector autoregressive forecasting performance: spatial versus non-spatial Bayesian priors," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(2), pages 533-560, March.
- Breckner, Miriam & Sunde, Uwe, 2019.
"Temperature extremes, global warming, and armed conflict: new insights from high resolution data,"
World Development, Elsevier, vol. 123(C), pages 1-1.
- Breckner, Miriam & Sunde, Uwe, 2019. "Temperature extremes, global warming, and armed conflict: new insights from high resolution data," Munich Reprints in Economics 78218, University of Munich, Department of Economics.
- Le, Thai-Ha & Bui, Manh-Tien & Uddin, Gazi Salah, 2022. "Economic and social impacts of conflict: A cross-country analysis," Economic Modelling, Elsevier, vol. 115(C).
- Burke, M & Craxton, M & Kolstad, CD & Onda, C & Allcott, H & Baker, E & Barrage, L & Carson, R & Gillingham, K & Graf-Zivin, J & Greenstone, M & Hallegatte, S & Hanemann, WM & Heal, G & Hsiang, S & Jo, 2016. "Opportunities for advances in climate change economics," University of California at Santa Barbara, Recent Works in Economics qt4tc5d9pb, Department of Economics, UC Santa Barbara.
- Debarsy, Nicolas & LeSage, James, 2018.
"Flexible dependence modeling using convex combinations of different types of connectivity structures,"
Regional Science and Urban Economics, Elsevier, vol. 69(C), pages 48-68.
- Nicolas Debarsy & James Lesage, 2018. "Flexible dependence modeling using convex combinations of different types of connectivity structures," Post-Print halshs-03319303, HAL.
- Solomon M. Hsiang, 2016. "Climate Econometrics," NBER Working Papers 22181, National Bureau of Economic Research, Inc.
- Almer, Christian & Laurent-Lucchetti, Jérémy & Oechslin, Manuel, 2017. "Water scarcity and rioting: Disaggregated evidence from Sub-Saharan Africa," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 193-209.
- Manotas-Hidalgo, Beatriz & Pérez-Sebastián, Fidel & Campo-Bescós, Miguel Angel, 2021. "The role of ethnic characteristics in the effect of income shocks on African conflict," World Development, Elsevier, vol. 137(C).
- Gutiérrez-Romero, Roxana, 2022. "Conflicts increased in Africa shortly after COVID-19 lockdowns, but welfare assistance reduced fatalities," Economic Modelling, Elsevier, vol. 116(C).
- Tobias Ide, 2017. "Research methods for exploring the links between climate change and conflict," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 8(3), May.
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More about this item
Keywords
Africa; Armed conflicts; Climate change; Forecasting methods; Shared Socioeconomic Pathways; Spatial spillovers;All these keywords.
JEL classification:
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
- Q34 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Natural Resources and Domestic and International Conflicts
- Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
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