If you do something similar on bonds it will look the same. The next decade, perhaps 2 decades, are going to be awful for asset returns. This will have profound implications for the industryhttps://twitter.com/SoberLook/status/1460190968683147273 …
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How do you choose which 7 data points?
Non-overlapping periods.
These are some great points,
quant god. May I ask if overlapping data points on the y-axis is enough to invalidate the regression. Is this practice not common in factor construction (an input vs. x period forward return)?
What happens when you use years ending in 1?
For the CAPE plot? I don’t know, I don’t have the data easily to hand. AQR redid the analysis a while ago and concluded that it’s not statistically significant if you do the analysis properly. My own view is that it probably has some weak predictive power.
Appreciating you for this thread
Would this hold for residuals as well? Aka 6hr MA observations diff(1).
6hr observation diff(1) is fine, if the 6hr periods don’t overlap. You only get problems if you have eg 00:00-06:00, 01:00-07:00, 02:00-08:00 etc in the same data set.
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