I'd like to investigate the comovement of stock index returns with bond yields but I don't know which return's duration to use (1-year, 1-month or anything else) to get a better view of the relationship.
Other than that, I'm unsure which is the better rolling correlation's duration in order to have a clear understanding.
I've elaborated these 4 alternatives:
1-year rolling correlation with 1-month returns and 10y bond yield.
3-years rolling correlation with 1-month returns and 10y bond yield.
1-year rolling correlation with 1-year returns and 10y bond yield.
3-years rolling correlation with 1-year returns and 10y bond yield.
If I use 1y returns then the correlation has a max of 1, otherwise with 1m returns the maximum correlation is 0.6.
Thank you in advance for all your thoughts.
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