Parameter learning strongly amplifies the impact of macro shocks on marginal utility when the representative agent has a preference for early resolution of uncertainty. This occurs as rational belief updating generates subjective long-run consumption risks. We consider general equilibrium models...

Parameter learning strongly amplifies the impact of macro shocks on marginal utility when the representative agent has a preference for early resolution of uncertainty. This occurs as rational belief updating generates subjective long-run consumption risks. We consider general equilibrium models...

Motivated by the literature on limits-to-arbitrage, we build an equilibrium model of commodity markets in which speculators are capital constrained, and commodity producers have hedging demands for commodity futures. Increases (decreases) in producers' hedging demand (speculators' risk capacity)...

We decompose the returns of five well-known anomalies into cash flow and discount rate news. Common patterns emerge across the five factor portfolios and their mean-variance efficient (MVE) combination. Whereas discount rate news predominates in market returns, systematic cash flow news drives...

We propose testing asset-pricing models using multi-horizon returns (MHR). MHR effectively generate a new set of test assets that are endogenous to the model and that identify a broad set of possible conditional misspecifications. We apply MHR-based testing to prominent linear factor models and...

This paper characterizes U.S. consumption dynamics from the perspective of a Bayesian agent who does not know the underlying model structure but learns over time from macroeconomic data. Realistic, high-dimensional macroeconomic learning problems, which entail parameter, model, and state...

We propose testing asset-pricing models using multi-horizon returns (MHR). MHR effectively generate a new set of test assets that are endogenous to the model and that identify a broad set of possible conditional misspecifications. We apply MHR-based testing to prominent linear factor models and...

We build an equilibrium model with commodity producers who are averse to future cash flow variability, and hedge using futures. Their hedging demand is met by risk-constrained speculators. Increases in producers' hedging demand (speculators' risk- capacity) increase hedging costs via...

We propose a representative agent habit formation model where preferences are defined over both luxury goods and basic goods. The model matches the equity risk premium, risk free rate, and volatilities. From the intratemporal first order condition we can substitute out basic good consumption and...

We present evidence that the mix of transitory and permanent shocks to consumption is changing over time. We study implications of this finding for asset prices. The uncovered dynamics of consumption implies modestly upward sloping real bond and equity curves, upward sloping nominal yield curve,...