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The Disposition effect and U nderreaction to news. Abdullah Al- Ashi Jungha Woo Muna Albasman Talha Yasin. Current work distribution. Under-reaction to disposition effect. Post-Earning announcement drift, Alphas. Overhang Spread, Alphas. Alphas by overhang quintiles .
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The Disposition effect and Underreaction to news Abdullah Al-Ashi Jungha Woo MunaAlbasman TalhaYasin
Current work distribution Under-reaction to disposition effect Post-Earning announcement drift, Alphas Overhang Spread, Alphas Alphas by overhang quintiles Alphas and factor loadings
Progress (CAR) • Code refined (CAR): • Code is refined to provide one to one linking within a effective dates • When presenting current date WRDS database shows a null value for linkenddate (date until which the link ID’s where effective) • CAR was calculated for all the companies using SAS • Next step: • Apply CAR to sort rolling portfolios • Output file: • Took 15minutes to run, 15.6MB
Progress (Capital Gain overhang) • Reference price: • Calculated using CRSP mutual fund holding data (2003 2009) • Code is tested and ready to use for calculating capital gain overhang for the whole data set • Capital gain overhang: • Calculated using CRSP daily stock file • Code still require minor adjustments (stock price) we are not using adjusted prices right now, but we will add that later • Important progress: • Extracted the monthly first trading day from CRSP daily stock file to use in calculating rolling portfolios
Progress (Capital Gain overhang) • Next step: • Calculate the Capital gain for all the companies using SAS after adjusting the stock price • Use extracted first trading day to calculate rolling portfolios. • Integrate/test CAR, Gt, RPt codes to use simultaneously to calculate rolling portfolios. • Apply Capital gains to sort rolling portfolios • Problems: • Calculating the capital gains overhang for 2 mutual funds took 10 minutes • Hard, takes time to debug errors in the code (slow progress)
Next, calculating rolling portfolios Example of rolling portfolios, rolling period = (+2) DEC 2003 JAN 2004 FEB 2004 MAR 2004 Portfolio 1 Portfolio 2 Portfolio 3 • Rolling periods could be: • (+1): Every month • (+2): Every two months • (+3): Every three months
Calculating rolling portfolios Time (rolling periods = (+1)) DEC 2003 JAN 2004 FEB 2004 MAR 2004 - - - - - - - - - - - - - - end period Top 20% Quintile 5 IBM MSFT DELL . . DELL MSFT IBM . . HP MSFT DELL . . IBM MSFT DELL . . Next 20% Quintile 4 Sort using (most recent) CAR, and or capital gain Take top 20%, portfolio returns, regress, alpha Take next20%, portfolio returns, regress, alpha Take last 20%, portfolio returns, regress, alpha
Best fit line (Alphas) • Next Step: • Regress results as shown below • Calculate the intercept (alpha) Quintile portfolio Excess return Portfolio excess return Market excess return