# RETURNS TIME SLICES FOR ROLLING LISTS
createTimeSlices = function(data, initialWindow = 12, fixedWindow = TRUE, forward = F, on = "months"){
y = 1:nrow(data)
stops <- (seq(along = y))[initialWindow:length(y)]
if (fixedWindow){
starts <- stops - initialWindow + 1
}
else{
starts <- rep(1, length(stops))
}
slices = lapply(mapply(seq, starts, stops, SIMPLIFY = FALSE), function(x)return(zoo::index(data)[x]))
if(!forward)
names(slices) = zoo::index(data[initialWindow:nrow(data),])
if(forward)
names(slices) = zoo::index(data[1:(nrow(data)-initialWindow+1)])
thin <- function(x, skip = 2){
n <- length(x)
x[seq(1, n, by = skip)]
}
epoints = as.character.Date(zoo::index(data)[xts::endpoints(data, on = on)])
slices = slices[which(names(slices) %in% epoints)]
# if (skip > 0){
# slices <- thin(slices, skip = skip + 1)
# }
return(slices)
}
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