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

Is there a January Effect If so 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? What might explain the weekday effect?

Monthly returns 1998-current
S&P 500 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.00160206 0.011052928 0.024942349 0.002709431 -0.00599 0.01531016 -0.00168112 -0.0121413 0.02230626 0.02050214 0.008579 0.003531683
Russell 2000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
0.005198415 0.007892445 0.017329391 0.002716382 0.008041 -0.00456452 -0.00721933 -0.0062563 0.0090067 0.02650154 0.0240635 -0.00317393
Weekday returns
S&P 500 M T W R F
0.000873526 0.000511974 0.000198215 0.000225441 0.000423
Russell 2000 M T W R F
0.00078522 0.000415306 0.000444457 0.000570512 -0.0003
Monthly returns, enitre History
S&P 500 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.00034465 0.004193354 0.013063037 -0.00050614 0.006693 0.01581164 0.00718135 -0.0161839 0.00517672 0.00853357 0.0141442 0.011587135
Entire Monthly returns Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
-0.02% 0.30% 1.31% -0.05% 0.67% 1.58% 0.72% -1.62% 0.52% 0.85% 1.41% 1.18%
Returns 1998-current Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
S&P -0.1602% 1.1053% 2.4942% 0.2709% -0.5991% 1.5310% -0.1681% -1.2141% 2.2306% 2.0502% 0.8579% 0.3532%
Russell 2000 0.5198% 0.7892% 1.7329% 0.2716% 0.8041% -0.4565% -0.7219% -0.6256% 0.9007% 2.6502% 2.4064% -0.3174%
Weekday returns
S&P 500 M T W R F
0.0879% 0.0506% 0.0193% 0.0229% 0.0434%
Russell 2000 M T W R F
0.0792% 0.0417% 0.0437% 0.0577% -0.0270%

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