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Parameter learning in production economies

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  • Babiak, Mykola
  • Kozhan, Roman

Abstract

We examine how parameter learning amplifies the impact of macroeconomic shocks on equity prices and quantities in a standard production economy where a representative agent has Epstein-Zin preferences. An investor observes technology shocks that follow a regime-switching process but does not know the underlying model parameters governing the short-term and long-run perspectives of economic growth. We show that rational belief updating endogenously generates long-run risks that help explain various asset pricing facts, most prominently, dividend yield variance decomposition. The asset pricing implications of endogenous long-run risks depend crucially on the introduction of a procyclical dividend process.

Suggested Citation

  • Babiak, Mykola & Kozhan, Roman, 2024. "Parameter learning in production economies," Journal of Monetary Economics, Elsevier, vol. 144(C).
  • Handle: RePEc:eee:moneco:v:144:y:2024:i:c:s0304393224000084
    DOI: 10.1016/j.jmoneco.2024.103555
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    More about this item

    Keywords

    Parameter learning; Dividend yield variance decomposition; Return predictability; Business cycles; Markov switching;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • E13 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Neoclassical
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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