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Interface: EwmOptions ​

Options of ewm: pandas' Series.ewm arguments (exactly one of com, span, halflife, alpha).

Properties ​

PropertyModifierTypeDescription
adjust?readonlybooleanDivide by the decaying weights' sum (adjust, default true), or recurse (1 − α) · prev + α · x.
alpha?readonlynumberSmoothing factor, 0 < α ≤ 1.
com?readonlynumberCenter of mass: α = 1 / (1 + com), com ≥ 0.
halflife?readonlynumberHalf-life in observations: α = 1 − exp(ln 0.5 / halflife), halflife > 0.
ignoreNa?readonlybooleanLet missing values not decay the weights of earlier ones. Default false.
minPeriods?readonlynumberPresent values needed for a result. Default 0 (taken as 1, as pandas).
span?readonlynumberSpan: α = 2 / (span + 1), span ≥ 1.

Released under the MIT License.