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Contribution Details

Type Working Paper
Scope Discipline-based scholarship
Title Factor mimicking portfolios for climate risk
Organization Unit
Authors
  • Gianluca De Nard
  • Robert F Engle
  • Bryan Kelly
Language
  • English
Institution University of Zurich
Series Name Working paper series / Department of Economics
Number 429
ISSN 1664-7041
Number of Pages 35
Date 2024
Abstract Text We propose and implement a procedure to optimally hedge climate change risk. First, we construct climate risk indices through textual analysis of newspapers. Second, we present a new approach to compute factor mimicking portfolios to build climate risk hedge portfolios. The new mimicking portfolio approach is much more efficient than traditional sorting or maximum correlation approaches by taking into account new methodologies of estimating large-dimensional covariance matrices in short samples. In an extensive empirical out-of-sample performance test, we demonstrate the superior all-around performance delivering markedly higher and statistically significant alphas and betas with the climate risk indices.
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Keywords Climate change, factor model, portfolio selection, sustainable portfolio
Additional Information Revised version