Question: Suppose we use the sample average of observed log-returns to estimate the mean log-return for a portfolio. We know that the observed sample average will
"Suppose we use the sample average of observed log-returns to estimate the mean log-return for a portfolio. We know that the observed sample average will almost certainly differ from the true mean return, but a confidence interval based on the sample average has some positive probability of including the true mean return." Do you agree with this statement? Please explain your response.
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