X-Git-Url: https://git.auder.net/?a=blobdiff_plain;f=pkg%2FR%2FJ_Neighbors.R;h=2caedc58954a16721fd107e1b69647e37a272930;hb=9e0f25f6d5c73008c0ad59ea7b7e097b342f26b3;hp=7ca00035bdbd0c6a39797e6d28540a9b560b2d98;hpb=ee8b1b4e3c13f8dcf13a2c8da6a3bef1520c8252;p=talweg.git diff --git a/pkg/R/J_Neighbors.R b/pkg/R/J_Neighbors.R index 7ca0003..2caedc5 100644 --- a/pkg/R/J_Neighbors.R +++ b/pkg/R/J_Neighbors.R @@ -1,20 +1,28 @@ -#' Obtain jump forecast by the Neighbors method +#' getNeighborsJumpPredict +#' +#' Apply optimized weights on gaps observed on selected neighbors. +#' This jump prediction method can only be used in conjunction with the Neighbors +#' Forecaster, because it makes use of the optimized parameters to re-apply the weights +#' on the jumps observed at days interfaces of the past neighbors. #' #' @inheritParams computeForecast #' @inheritParams getZeroJumpPredict #' -getNeighborsJumpPredict = function(data, today, memory, horizon, params, ...) +#' @aliases J_Neighbors +#' +getNeighborsJumpPredict = function(data, today, memory, predict_from, horizon, + params, ...) { first_day = max(1, today-memory) filter = (params$indices >= first_day) indices = params$indices[filter] weights = params$weights[filter] - if (any(is.na(weights) | is.na(indices))) - return (NA) - gaps = sapply(indices, function(i) { - data$getSerie(i+1)[1] - tail(data$getSerie(i), 1) + if (predict_from >= 2) + data$getSerie(i)[predict_from] - data$getSerie(i)[predict_from-1] + else + head(data$getSerie(i),1) - tail(data$getSerie(i-1),1) }) scal_product = weights * gaps norm_fact = sum( weights[!is.na(scal_product)] )