defaultMovingAverage: The default moving average model.

In SWS-Methodology/faoswsImputation: Package to perform ensemble imputation for various FAO domains

Description

This module is very simple: it uses a mean of the last 3 observed (non-NA) values to predict the next value. If there aren't 3 previous values, the number available are used. If there aren't any previous values, the global mean is imputed (imputing NA could cause issues with the ensemble weighting process).

Usage

defaultMovingAverage(x)

Arguments

x	A numeric vector to be imputed.

Examples

defaultMovingAverage(x = c(10, 10, 10, NA, 1, NA))
defaultMovingAverage(x = c(NA, 1:5, NA))
defaultMovingAverage(x = c(NA, 1, NA, 2, NA, 3, NA, 4, NA, 5, NA))

SWS-Methodology/faoswsImputation documentation built on May 9, 2019, 11:48 a.m.