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What is Incremental Weighted Mean and Variance about?

This document describes formulas for incrementally calculating weighted means and variances in a numerically stable way. It begins by deriving formulas to incrementally calculate the simple mean and variance. It then generalizes these formulas to calculate the weighted mean and weighted variance incrementally. Finally, it discusses maintaining normalized weights as new data points are added.

Author

Scott Treloar

Language

EN