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Detecting Liquidity Traders

Journal of Financial and Quantitative Analysis 2009 44(1), 29-54 open access
We develop a measure (based on the relative slopes of the demand and supply schedules) quantifying the asymmetric presence of liquidity traders in the market: a steeper slope of the demand (supply) schedule indicates a concentration of liquidity traders on the demand (supply) side. Using the opening session of the Tel Aviv Stock Exchange, we demonstrate the predictive power of our measure. Consistent with theory, we find that the concentration of liquidity traders on the demand (supply) side is negatively (positively) correlated with future returns. We find that liquidity traders are likely to arrive at the market together (commonality).

The Price Pressure of Aggregate Mutual Fund Flows

Journal of Financial and Quantitative Analysis 2011 46(2), 585-603
Using a unique database of aggregate daily flows to equity mutual funds in Israel, we find strong support for the “temporary price pressure hypothesis” regarding mutual fund flows: Mutual fund flows create temporary price pressure that is subsequently corrected. We find that flows are positively autocorrelated, and are correlated with market returns ( R 2 of 20%). Our main finding is that approximately one-half of the price change is reversed within 10 trading days. This support for the “temporary price pressure hypothesis” complements microstructure research concerning price impact and price noise in stocks by indicating price noise at the aggregate market level.

The Diminishing Liquidity Premium

Journal of Financial and Quantitative Analysis 2015 50(1-2), 197-229 open access
Stock liquidity has improved over the recent 4 decades. This improvement was accompanied by a dramatic increase in trading activity. The net effect on the liquidity premium is ambiguous. We show that the characteristic liquidity premium of U.S. stocks has significantly declined over the past 4 decades. In recent years, characteristic liquidity is significantly priced only for the smallest common stocks. This decline stems from an improvement in liquidity and from a lower sensitivity of expected returns to liquidity. By contrast, systematic liquidity has not been trending down and is still significantly priced primarily among NASDAQ stocks.