March 2019
Beginner to intermediate
448 pages
13h 14m
English
Content preview from R Statistics Cookbook
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The caret package has also a function to select subsets of data from a time series. This is the createTimeSlices() function. It needs three parameters: the first one is the vector of data; the second one is the number of elements to keep in train; and the third one is the horizon (periods that are kept for the testing data). In this example, we will generate 10 random numbers that simulate a time series, and we will split it into training sets of 4 elements, and testing sets of 2.
r = rnorm(10,0,1)createTimeSlices(r,4, horizon=2)
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