Hedging Climate Change News

We propose and implement a procedure to dynamically hedge climate change risk. We extract innovations from climate news series that we construct through textual analysis of newspapers. We then use a mimicking portfolio approach 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. We discuss multiple directions for future research on financial approaches to managing climate risk.

[1]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[2]  E. Fama,et al.  Risk, Return, and Equilibrium: Empirical Tests , 1973, Journal of Political Economy.

[3]  R. C. Merton,et al.  AN INTERTEMPORAL CAPITAL ASSET PRICING MODEL , 1973 .

[4]  S. Ross,et al.  Economic Forces and the Stock Market , 1986 .

[5]  Gur Huberman,et al.  Mimicking Portfolios and Exact Arbitrage Pricing , 1987 .

[6]  R. Gibbons,et al.  Empirical Tests of the Consumption-Oriented CAPM , 1989 .

[7]  M. C. MacCracken,et al.  The U.S. Global Change Research Program , 1994 .

[8]  Economic Tracking Portfolios , 2001 .

[9]  Y. Amihud,et al.  Illiquidity and Stock Returns II: Cross-Section and Time-Series Effects , 2018, The Review of Financial Studies.

[10]  Pierluigi Balduzzi,et al.  Mimicking Portfolios, Economic Risk Premia, and Tests of Multi-Beta Models , 2005 .

[11]  E. Fama,et al.  Dissecting Anomalies , 2007 .

[12]  Harrison G. Hong,et al.  Red and Blue Investing: Values and Finance , 2010 .

[13]  Lu Zhang,et al.  Digesting Anomalies: An Investment Approach , 2012 .

[14]  E. Fama,et al.  A Five-Factor Asset Pricing Model , 2014 .

[15]  Stefano Giglio,et al.  Very Long-Run Discount Rates , 2014 .

[16]  J. Lewellen The Cross Section of Expected Stock Returns , 2014 .

[17]  M. Andersson,et al.  Hedging Climate Risk , 2015 .

[18]  Stefano Giglio,et al.  Climate Change and Long-Run Discount Rates: Evidence from Real Estate , 2015, The Review of Financial Studies.

[19]  Oa Us Epa Climate Change Indicators in the United States , 2015 .

[20]  AnderssonMats,et al.  Hedging Climate Risk , 2016 .

[21]  Kent D. Daniel,et al.  Applying Asset Pricing Theory to Calibrate the Price of Climate Risk , 2016 .

[22]  M. Andersson,et al.  Hedging Climate Risk , 2015 .

[23]  Bryan T. Kelly,et al.  Some Characteristics Are Risk Exposures, and the Rest Are Irrelevant , 2017 .

[24]  Dacheng Xiu,et al.  Inference on Risk Premia in the Presence of Omitted Factors , 2017 .

[25]  Laura A. Bakkensen,et al.  Flood Risk Belief Heterogeneity and Coastal Home Price Dynamics: Going Under Water? , 2017 .

[26]  P. Schotman,et al.  Empirical Asset Pricing With Many Assets and Short Time Series , 2018 .

[27]  M. Gustafson,et al.  Disaster on the Horizon: The Price Effect of Sea Level Rise , 2018, Journal of Financial Economics.

[28]  Characteristics Are Covariances: A Unified Model of Risk and Return , 2018 .

[29]  Mimicking Portfolios , 2018 .

[30]  Dacheng Xiu,et al.  Asset Pricing with Omitted Factors , 2019, Journal of Political Economy.

[31]  Text as Data , 2019, Journal of Economic Literature.

[32]  Harrison G. Hong,et al.  Climate Risks and Market Efficiency , 2016, Journal of Econometrics.

[33]  Lorenzo Garlappi,et al.  Does Climate Change Affect Real Estate Prices? Only If You Believe in It , 2019, The Review of Financial Studies.

[34]  Does Climate Change Affect Real Estate Prices? Only If You Believe In It , 2020 .

[35]  J. Scheinkman,et al.  Is the Risk of Sea Level Rise Capitalized in Residential Real Estate? , 2020 .

[36]  Zhenyu Gao,et al.  Attention to Global Warming , 2020, The Review of Financial Studies.

[37]  R. Wermers,et al.  Do Fund Managers Misestimate Climatic Disaster Risk , 2020 .

[38]  Attention to Global Warming , 2020 .

[39]  Climate Change and Long-Run Discount Rates: Evidence from Real Estate , 2021 .