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Practical Predictive Analytics by Ralph Winters

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Imputation methods

Imputating a missing value means substituting the missing value for another value that is reasonable. What is reasonable can range from substituting the missing value for the mean, median, or mode of a variable to regression techniques, to more advanced techniques involving Monte Carlo simulation.

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