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Behavioral Expectations Under Indeterminacy: An Empirical Evaluation

Author

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  • Yasuo Hirose
  • Donghoon Yoo

Abstract

This paper investigates the quantitative implications and empirical relevance of behavioral expectations (BE) in dynamic stochastic general equilibrium (DSGE) models under equilibrium indeterminacy. Alongside the rational expectations (RE) benchmark, we examine two BE frameworks-diagnostic expectations (DE) and cognitive discounting (CD)-in both expectation formation and forecast error specifications. Using a simple example, we show that each combination yields a distinct equilibrium law of motion and different dynamic responses to fundamental and sunspot shocks. To evaluate their empirical relevance, we then estimate a medium-scale DSGE model for Japan’s prolonged zero interest rate period, a likely episode of indeterminacy, under various BE specifications. The DE model with RE-based forecast errors outperforms other specifications in replicating key macroeconomic dynamics, particularly the overreaction of aggregate variables to major shocks. Variance and historical decompositions reveal technology and sunspot shocks as primary drivers of output and inflation, respectively. Sunspot shocks stabilize output but amplify inflation volatility. Relative to the RE benchmark, the DE model assigns greater importance to sunspot shocks, highlighting the role of BE and indeterminacy in Japan's macroeconomic fluctuations.

Suggested Citation

  • Yasuo Hirose & Donghoon Yoo, 2026. "Behavioral Expectations Under Indeterminacy: An Empirical Evaluation," CAMA Working Papers 2026-02, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2026-02
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    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C62 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Existence and Stability Conditions of Equilibrium
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy

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