depthLP function

LP Depth

Computes the LP depth of a point or vectors of points with respect to a multivariate data set.

depthLP(u, X, pdim = 2, la = 1, lb = 1, threads = -1, func = NULL)

Arguments

• u: Numerical vector or matrix whose depth is to be calculated. Dimension has to be the same as that of the observations.
• X: The data as a matrix, data frame or list. If it is a matrix or data frame, then each row is viewed as one multivariate observation. If it is a list, all components must be numerical vectors of equal length (coordinates of observations).
• pdim: dimension used in calculating depth function.
• la: slope the weighing function.
• lb: intercept in the weighing function.
• threads: number of threads used in parallel computations. Default value -1 means that all possible cores will be used.
• func: the weighing function. Currently it is not supported.

Details

Returns the depth of multivariate point u with respect to data set X.

Examples

x <- matrix(rnorm(3000), ncol = 3)

# Same results
depthLP(x, x, pdim = 2)

Author(s)

Daniel Kosiorowski, Mateusz Bocian, Anna Wegrzynkiewicz and Zygmunt Zawadzki from Cracow University of Economics.