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Is there a January Effect? What might explain the difference in the month effect between the first part of the sample and the second part

Is there a January Effect? What might explain the difference in the month effect between the first part of the sample and the second part of the sample?

Is there a weekday effect in either index? What might explain the weekday effect?

Monthly returns 1927-1997
S&P 500 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-9.660E-05 1.446E-03 0.011398764 -0.000856461 0.010099 0.018598809 0.011065577 -0.011244705 0.000627294 0.005106719 0.013911263 0.016532927
Monthly returns 1998-current
S&P 500 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.004556077 0.009606022 0.025327385 0.003687689 -0.00788 0.016380364 0.004384019 -0.012141311 0.022306256 0.020502141 0.00857903 0.002974328
Russell 2000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
0.002335916 0.006520634 0.017859879 0.0050963 0.008306 -0.001325829 0.000939734 -0.00625633 0.009006699 0.02650154 0.024063545 -0.002641638
Weekday returns
S&P 500 M T W R F
0.000872633 0.000505366 0.000195595 0.000226056 0.000419
Russell 2000 M T W R F
0.000783686 0.000409114 0.000443616 0.000576277 -0.0003
Monthly returns, enitre History
S&P 500 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.000160613 0.002992925 0.01294267 -0.000646186 0.007222 0.015811641 0.00718135 -0.016183883 0.005176719 0.00853357 0.014144161 0.011764618
Entire Monthly returns Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.02% 0.30% 1.29% -0.06% 0.72% 1.58% 0.65% -1.65% 0.52% 0.85% 1.41% 1.18%
Returns 1927-1997 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
S&P 0.02% -0.02% 1.11% -0.04% 0.95% 1.81% 0.89% -1.10% 0.03% 0.34% 1.41% 1.63%
Returns 1998-current Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
S&P -0.16% 1.11% 2.49% 0.27% -0.60% 1.53% -0.17% -1.21% 2.23% 2.05% 0.86% 0.35%
Russell 2000 0.52% 0.79% 1.73% 0.27% 0.80% -0.46% -0.72% -0.63% 0.90% 2.65% 2.41% -0.32%
Weekday returns
S&P 500 M T W R F
0.09% 0.05% 0.02% 0.02% 0.04%
Russell 2000 M T W R F
0.08% 0.04% 0.04% 0.06% -0.03%

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