Learning Financial Shocks and the Great Recession
Patrick Pintus () and
Review of Economic Dynamics, 2019, vol. 31, 123-146
This paper develops a simple business-cycle model in which financial shocks have large macroeconomic effects when private agents are gradually learning the uncertain environment. Agents update their beliefs about the reduced-form structure of the economy. Because the persistence of leverage is overestimated by adaptive learners, the responses of output, investment, and other aggregates under adaptive learning are significantly larger than under rational expectations. In our benchmark case calibrated using US data on leverage, debt-to-GDP and land value-to-GDP ratios for 1996Q1â€“2008Q4, learning amplifies leverage shocks by a factor of about three, relative to rational expectations. When fed with actual leverage innovations observed over that period, the learning model predicts that the persistence of leverage shocks is increasingly overestimated after 2002 and that a sizeable recession occurs in 2008â€“2010, while its rational expectations counterpart predicts a counter-factual expansion. In addition, we show that procyclical leverage reinforces the amplification due to learning and, accordingly, that macro-prudential policies that enforce countercyclical leverage dampen the effects of leverage shocks. (Copyright: Elsevier)
Keywords: Collateral constraints; Adaptive learning; Financial shocks; Great Recession (search for similar items in EconPapers)
JEL-codes: E32 E44 G18 (search for similar items in EconPapers)
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (3) Track citations by RSS feed
Downloads: (external link)
Access to full texts is restricted to ScienceDirect subscribers and institutional members. See http://www.sciencedirect.com/ for details.
Working Paper: Learning Financial Shocks and the Great Recession (2019)
Software Item: Code and data files for "Learning Financial Shocks and the Great Recession" (2018)
Working Paper: Learning Financial Shocks and the Great Recession (2018)
Working Paper: Learning Financial Shocks and the Great Recession (2016)
Working Paper: Learning Financial Shocks and the Great Recession (2015)
Working Paper: Learning Financial Shocks and the Great Recession (2013)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:red:issued:18-210
Ordering information: This journal article can be ordered from
https://www.economic ... ription-information/
Access Statistics for this article
Review of Economic Dynamics is currently edited by Loukas Karabarbounis
More articles in Review of Economic Dynamics from Elsevier for the Society for Economic Dynamics Contact information at EDIRC.
Bibliographic data for series maintained by Christian Zimmermann ().