Behavioral Economics & Finance
Assignment 10 Test the effect of stock market liquidity on stock returns – First, download the liquidity factor data from Dr. Pastor’s data library at https://faculty.chicagobooth.edu/lubos-pastor/data (click on ‘Liquidity factor data’) – the third column is the non-tradable factor (henceforth, PS) and the fourth column is the tradable factor (henceforth, PStd). Next, download the value-weighted monthly returns of the 10 momentum portfolios and the Fama-French three factors (labeled ‘Fama/French 3 Factors’) from Dr. French’s data library for the period January 1973 to December 2023. Test if the returns of each momentum portfolio can be fully explained by the FamaFrench 3 factors (i.e. to check if the intercept is significantly different from zero) by running the following regression: ππ,π‘ = π½π0 + π½ππ ππΎππ‘ + π½ππ πππ΅π‘ + π½ππ» π»ππΏπ‘ + ππ,π‘ , where ππ,π‘ is the excess return of the ith momentum portfolio in month t (subtract the risk-free rate from the return of the ith momentum portfolio), ππΎππ‘ is the excess market return, πππ΅π‘ is the size factor, and π»ππΏπ‘ is the value factor. Add the liquidity factor to the model as follows: ππ,π‘ = π½π0 + π½ππΏ πΏπ‘ + π½ππ ππΎππ‘ + π½ππ πππ΅π‘ + π½ππ΅π π»ππΏπ‘ + ππ,π‘ , where Lt is PS or PStd. Does the augmented model improve the pricing of momentum returns? Which liquidity factor, PS or PStd, does a better job in helping explain momentum returns? Please create your own table(s) to summarize your empirical results and offer brief interpretation of the results. 1
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