say I have a T daily observations for the last ten years on a new predictor $x_t$ which I think is a predictor of the expected weekly return on the stock market, $r_{t,t+5} = r_{t+1}+...+r_{t+5}$, where $r_t$ is log return for that period. In this case, how can I test the null hypothesis that $x_t$ has no predictability? The answer would be simple if we are concerned about only one return. But, here, I want to test the predictability for multiple returns which may be correlated with each other. Any idea how to test the hypothesis correctly? What's the correct test statistic and variance of it? Reference to a procedure or an academic paper is also welcome!
2026-03-03 02:00:54.1772503254
Testing predictability of a predictor of expected weekely returns on the stock market
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