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State-Dependent Variations in the Expected Illiquidity Premium

Review of Finance 2017 21(6), 2277-2314
Recent evidence on state-dependent variations in market liquidity suggests strong variations in the illiquidity premium across economic states. Adopting a two-state Markov switching model, we find that, while illiquid stocks are affected more by economic conditions than liquid ones are during recessions, the differences in expected returns are relatively small during expansions. Therefore, the expected illiquidity premium displays strong state-dependent variations that are countercyclical. We show that the state of a high illiquidity premium is closely associated with periods of real economic recessions, market declines, and high volatility, which coincides with major events of liquidity dry-up and high liquidity commonality.

Macroeconomic risk and the cross-section of stock returns

Journal of Banking & Finance 2011 35(12), 3158-3173
We develop a conditional version of the consumption capital asset pricing model (CCAPM) using the conditioning variable from the cointegrating relation among macroeconomic variables (dividend yield, term spread, default spread, and short-term interest rate). Our conditioning variable has a strong power to predict market excess returns in the presence of competing predictive variables. In addition, our conditional CCAPM performs approximately as well as Fama and French’s (1993) three-factor model in explaining the cross-section of the Fama and French 25 size and book-to-market sorted portfolios. Our specification shows that value stocks are riskier than growth stocks in bad times, supporting the risk-based story.