Definition via expectation refers to the process of defining a random variable or a statistical property based on its expected value, which is calculated as the weighted average of all possible values that the variable can take. This method connects the notion of expectation to various transformations and distributions, allowing for a clearer understanding of how random variables behave under certain operations.
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