High-Dimensional Granger Causality for Climatic Attribution
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- Philippe Goulet Coulombe & Maximilian Gobel, 2020.
"Arctic Amplification of Anthropogenic Forcing: A Vector Autoregressive Analysis,"
Papers
2005.02535, arXiv.org, revised Mar 2021.
- Philippe Goulet Coulombe & Maximilian Gobel, 2021. "Arctic Amplification of Anthropogenic Forcing: A Vector Autoregressive Analysis," Working Papers 21-04, Chair in macroeconomics and forecasting, University of Quebec in Montreal's School of Management.
- David W. J. Thompson & John J. Kennedy & John M. Wallace & Phil D. Jones, 2008. "A large discontinuity in the mid-twentieth century in observed global-mean surface temperature," Nature, Nature, vol. 453(7195), pages 646-649, May.
- Diebold, Francis X. & Göbel, Maximilian & Goulet Coulombe, Philippe & Rudebusch, Glenn D. & Zhang, Boyuan, 2021.
"Optimal combination of Arctic sea ice extent measures: A dynamic factor modeling approach,"
International Journal of Forecasting, Elsevier, vol. 37(4), pages 1509-1519.
- Francis X. Diebold & Maximilian Gobel & Philippe Goulet Coulombe & Glenn D. Rudebusch & Boyuan Zhang, 2020. "Optimal Combination of Arctic Sea Ice Extent Measures: A Dynamic Factor Modeling Approach," PIER Working Paper Archive 20-012, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
- Francis X. Diebold & Maximilian Gobel & Philippe Goulet Coulombe & Glenn D. Rudebusch & Boyuan Zhang, 2020. "Optimal Combination of Arctic Sea Ice Extent Measures: A Dynamic Factor Modeling Approach," Papers 2003.14276, arXiv.org, revised Aug 2020.
- Umberto Triacca & Alessandro Attanasio & Antonello Pasini, 2013. "Anthropogenic global warming hypothesis: testing its robustness by Granger causality analysis," Environmetrics, John Wiley & Sons, Ltd., vol. 24(4), pages 260-268, June.
- Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
- Hansheng Wang & Bo Li & Chenlei Leng, 2009. "Shrinkage tuning parameter selection with a diverging number of parameters," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(3), pages 671-683, June.
- Robert K. Kaufmann & David I. Stern, 1997. "Evidence for human influence on climate from hemispheric temperature relations," Nature, Nature, vol. 388(6637), pages 39-44, July.
- John A. Church & Neil J. White & Julie M. Arblaster, 2005. "Significant decadal-scale impact of volcanic eruptions on sea level and ocean heat content," Nature, Nature, vol. 438(7064), pages 74-77, November.
- Mikkel Bennedsen & Eric Hillebrand & Siem Jan Koopman, 2020. "A statistical model of the global carbon budget," CREATES Research Papers 2020-18, Department of Economics and Business Economics, Aarhus University.
- Friedrich, Marina & Smeekes, Stephan & Urbain, Jean-Pierre, 2020.
"Autoregressive wild bootstrap inference for nonparametric trends,"
Journal of Econometrics, Elsevier, vol. 214(1), pages 81-109.
- Friedrich, Marina & Smeekes, Stephan & Urbain, Jean-Pierre, 2017. "Autoregressive Wild Bootstrap Inference for Nonparametric Trends," Research Memorandum 010, Maastricht University, Graduate School of Business and Economics (GSBE).
- Marina Friedrich & Stephan Smeekes & Jean-Pierre Urbain, 2018. "Autoregressive Wild Bootstrap Inference for Nonparametric Trends," Papers 1807.02357, arXiv.org, revised Nov 2019.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
- Smeekes, Stephan & Taylor, A.M. Robert, 2012.
"Bootstrap Union Tests For Unit Roots In The Presence Of Nonstationary Volatility,"
Econometric Theory, Cambridge University Press, vol. 28(2), pages 422-456, April.
- Smeekes, S. & Taylor, A.M.R., 2010. "Bootstrap union tests for unit roots in the presence of nonstationary volatility," Research Memorandum 015, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Stephan Smeekes & A. M. Robert Taylor, 2010. "Bootstrap union tests for unit roots in the presence of nonstationary volatility," Discussion Papers 10/03, University of Nottingham, Granger Centre for Time Series Econometrics.
- Leeb, Hannes & Pötscher, Benedikt M., 2005. "Model Selection And Inference: Facts And Fiction," Econometric Theory, Cambridge University Press, vol. 21(1), pages 21-59, February.
- Park, Joon Y. & Phillips, Peter C.B., 1988.
"Statistical Inference in Regressions with Integrated Processes: Part 1,"
Econometric Theory, Cambridge University Press, vol. 4(3), pages 468-497, December.
- Peter C.B. Phillips & Joon Y. Park, 1986. "Statistical Inference in Regressions with Integrated Processes: Part 1," Cowles Foundation Discussion Papers 811R, Cowles Foundation for Research in Economics, Yale University, revised Aug 1987.
- Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
- Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
- David Stern & Robert Kaufmann, 2014. "Anthropogenic and natural causes of climate change," Climatic Change, Springer, vol. 122(1), pages 257-269, January.
- Pretis, Felix, 2020. "Econometric modelling of climate systems: The equivalence of energy balance models and cointegrated vector autoregressions," Journal of Econometrics, Elsevier, vol. 214(1), pages 256-273.
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This paper has been announced in the following NEP Reports:- NEP-ENV-2023-03-13 (Environmental Economics)
- NEP-ETS-2023-03-13 (Econometric Time Series)
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