edf0s {ShapeSelectForest}R Documentation

A 21 by 7 Matrix Storing Edf0 Vectors

Description

The object "edf0s" is a 2121 by 77 matrix. Each row is an edf0 vector of 77 elements corresponding to the 77 shapes in this package. Such a vector will be used in the main routine "shape" to select the best shape for a scatterplot of Landsat signals. Each edf0 vector is simulated through a subroutine called "getedf0", using a total of 10001000 simulations with the random seed being set to 123123. Each row is an edf0 vector for an equally spaced x\bold{x} vector of nn elements (e.g., years). From the first row to the last row, the edf0 vector is for a predictor vector x\bold{x} of length nn which is an integer ranging from 2020 to 4040. The matrix is built for the convenience of users when they call the routine "shape".

If the x\bold{x} vector is equally spaced and its number of elements nn is between 2020 and 4040, then a corresponding edf0 vector will be extracted directly from this matrix and no simulation will be done, which saves a lot of time; otherwise, the subroutine "getedf0" will be called inside the routine "shape" to get an edf0 vector for x\bold{x}. The timing depends on the number of elements in x\bold{x} and the shape options allowed by the user. For example, when x\bold{x} is an equally spaced vector of 2626 elements, the timing is about 167167 seconds if the user allows a double-jump shape and the timing is about 1212 seconds if the user doesn't allow a double-jump shape. Also, when x\bold{x} is not an equally spaced vector, no matter how many elements it has, "getedf0" should be called.

Usage

data("edf0s")

Format

A 21 by 7 matrix.

See Also

shape, ShapeSelectForest-package


[Package ShapeSelectForest version 1.7 Index]