Hedging Climate Change News
Robert F. Engle III, Stefano Giglio, Bryan T. Kelly, Heebum Lee, Johannes Stroebel
We propose and implement a procedure to dynamically hedge climate change risk. To create our hedge target, we extract innovations from climate news series that we construct through textual analysis of high-dimensional data on newspaper coverage of climate change. We then use a mimicking portfolio approach based on a large panel of equity returns to build climate change hedge portfolios. We discipline the exercise by using third-party ESG scores of firms to model their climate risk exposures. We show that this approach yields parsimonious and industry-balanced portfolios that perform well in hedging innovations in climate news both in-sample and out-of-sample. The resulting hedge portfolios outperform alternative hedging strategies based primarily on industry tilts. We discuss multiple directions for future research on financial approaches to managing climate risk
Year of publication: |
April 2019
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Authors: | Engle, Robert F, III. |
Other Persons: | Giglio, Stefano (contributor) ; Kelly, Bryan T. (contributor) ; Lee, Heebum (contributor) ; Stroebel, Johannes (contributor) |
Institutions: | National Bureau of Economic Research (contributor) |
Publisher: |
2019: Cambridge, Mass : National Bureau of Economic Research |
Subject: | Portfolio-Management | Portfolio selection | Hedging | Klimawandel | Climate change | Mediale Berichterstattung | Media coverage | Hedgefonds | Hedge fund | Risiko | Risk |
Saved in:
freely available
Extent: | 1 Online-Ressource illustrations (black and white) |
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Series: | NBER working paper series ; no. w25734 |
Type of publication: | Book / Working Paper |
Language: | English |
Notes: | System requirements: Adobe [Acrobat] Reader required for PDF files Mode of access: World Wide Web Hardcopy version available to institutional subscribers |
Other identifiers: | 10.3386/w25734 [DOI] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012479685