One explanation for memory biases, such as misremembering, is we don't allow for the statistical phenomenon known as

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Regression to the average, or regression to the mean, is a statistical phenomenon where extreme observations tend to be closer to the average on subsequent measurements. This can lead to memory biases as people may not account for this tendency when recalling past events.

One Explanation for Memory Biases, Such as Misremembering, Is We