Presentation is loading. Please wait.

Presentation is loading. Please wait.

The Disposition effect and Underreaction to news Abdullah Al-Ashi Jungha Woo Muna Albasman Talha Yasin 1.

Similar presentations


Presentation on theme: "The Disposition effect and Underreaction to news Abdullah Al-Ashi Jungha Woo Muna Albasman Talha Yasin 1."— Presentation transcript:

1 The Disposition effect and Underreaction to news Abdullah Al-Ashi Jungha Woo Muna Albasman Talha Yasin 1

2 Current work distribution 2 Under-reaction to disposition effect Post-Earning announcement drift, Alphas Overhang Spread, Alphas Alphas by overhang quintiles Alphas and factor loadings

3 Progress (CAR) 3 Code refined (CAR): 1.Code is refined to provide one to one linking within a effective dates 2.When presenting current date WRDS database shows a null value for linkenddate (date until which the link ID’s where effective) 3.CAR was calculated for all the companies using SAS Next step: 1.Apply CAR to sort rolling portfolios Output file: 1.Took 15minutes to run, 15.6MB

4 Reference price: 1.Calculated using CRSP mutual fund holding data (2003  2009) 2.Code is tested and ready to use for calculating capital gain overhang for the whole data set Capital gain overhang: 1.Calculated using CRSP daily stock file 2.Code still require minor adjustments (stock price) we are not using adjusted prices right now, but we will add that later Important progress: 1.Extracted the monthly first trading day from CRSP daily stock file to use in calculating rolling portfolios 4 Progress (Capital Gain overhang)

5 Next step: 1.Calculate the Capital gain for all the companies using SAS after adjusting the stock price 2.Use extracted first trading day to calculate rolling portfolios. 3.Integrate/test CAR, Gt, RPt codes to use simultaneously to calculate rolling portfolios. 4.Apply Capital gains to sort rolling portfolios Problems: 1.Calculating the capital gains overhang for 2 mutual funds took 10 minutes 2.Hard, takes time to debug errors in the code (slow progress) 5 Progress (Capital Gain overhang)

6 6 Snapshot result (CAR) GVKEYPERMNO Earning release Date CAR 121411010724-Jul-860.033829 121411010721-Oct-860.059111 121411010721-Jan-870.165421 121411010720-Apr-87-0.03379 121411010723-Jul-87-0.00301 144891108114-Feb-02-0.03752 144891108116-May-020.069812 144891108115-Aug-020.034308 144891108114-Nov-02-0.01256 60661249016-Jan-800.027127 60661249014-Apr-80-0.01702 60661249014-Jul-800.004127

7 7 Snapshot result (capital gain overhang) PERMNO Date Capital gain overhang 10147 2004/12/31 0.00000 10147 2005/03/31 -0.17169 10147 2005/06/30 -0.02456 10147 2005/09/30 -0.06247 10147 2006/03/31 -0.00483 10147 2009/06/30 -0.04046

8 Example of rolling portfolios, rolling period = (+2) DEC 2003JAN 2004FEB 2004MAR 2004 8 Next, calculating rolling portfolios Portfolio 1 Portfolio 2 Portfolio 3 Rolling periods could be: 1.(+1): Every month 2.(+2): Every two months 3.(+3): Every three months

9 Calculating rolling portfolios Time (rolling periods = (+1)) DEC 2003 JAN 2004 FEB 2004 MAR 2004 - - - - - - - - - - - - - -  end period 9 1.IBM 2.MSFT 3.DELL 4.. 5.. 1.DELL 2.MSFT 3.IBM 4.. 5.. 1.HP 2.MSFT 3.DELL 4.. 5.. 1.IBM 2.MSFT 3.DELL 4.. 5.. Top 20% Quintile 5 Take top 20%, portfolio returns, regress, alpha Take next20%, portfolio returns, regress, alpha Take last 20%, portfolio returns, regress, alpha Sort using (most recent) CAR, and or capital gain Next 20% Quintile 4

10 10 Best fit line (Alphas) Next Step: Regress results as shown below Calculate the intercept (alpha) Quintile portfolio Excess return Market excess return Portfolio excess return

11 Questions? 11


Download ppt "The Disposition effect and Underreaction to news Abdullah Al-Ashi Jungha Woo Muna Albasman Talha Yasin 1."

Similar presentations


Ads by Google