Consider the daily simple return of CRSP equal-weighted index, including distributions, from January 1980 to December 1999
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Consider the daily simple return of CRSP equal-weighted index, including distributions, from January 1980 to December 1999 in file d-ew8099.txt (date, ew). Indicator variables for Mondays, Tuesdays, Wednesdays, and Thursdays are in the first four columns of wkdays8099.txt. Use a regression model to study the effects of trading days on the index return. What is the fitted model? Are the weekday effects significant in the returns at the 5% level? Use the HAC estimator of the covariance matrix to obtain the T-ratio of regression estimates. Does it change the conclusion of weekday effect? Are there serial correlations in the regression residuals? If yes, build a regression model with time series error to study weekday effects.
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