Dec
28
Stock Monthly Return Autocorrelation, from Kim Zussman
December 28, 2009 |
Using DJIA monthly returns, at the end of each December and end of decade (i.e., 12/ XXX9), checked correlation of this month's return with prior month's. Here are the correlations along with the mean return for months within each decade:
Date correl 120 av 120
12/1/1999 -0.120 0.013
12/1/1959 -0.022 0.011
12/3/1979 0.012 0.001
12/1/1949 0.019 0.003
12/1/1969 0.020 0.002
12/1/1989 0.054 0.011
11/2/2009 0.111 0.000
12/1/1939 0.119 0.001
12/1/1999 -0.120 0.013
12/1/1959 -0.022 0.011
12/3/1979 0.012 0.001
12/1/1949 0.019 0.003
12/1/1969 0.020 0.002
12/1/1989 0.054 0.011
11/2/2009 0.111 0.000
12/1/1939 0.119 0.001
Looks like returns were higher for decades with monthly correlation more negative, which is verified by regression:
Regression Analysis: av 120 versus correl 120
The regression equation is av 120 = 0.00647 - 0.0481 correl 120
Predictor Coef SE Coef T P
Constant 0.0065 0.00153 4.23 0.006
correl 120 -0.048 0.02036 -2.36 0.056
S = 0.00409714 R-Sq = 48.2% R-Sq(adj) = 39.6%
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Note the recent decade most resembled the one ending in 1940. In honor thereof, here is some good stuff by a former neighbor.
Jordan Low comments:
Could this be due to positive downside autocorrelation during a crisis? I am speculating…
Comments
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