MakeGrid: Grid Construction

In wiscstatman/rvalues: R-Values for Ranking in High-Dimensional Settings

Grid Construction

Description

Computes a grid of points on the interval (0,1). This function is useful for constructing the "alpha-grid" used in various r-value computations.

Usage

MakeGrid(nunits, type = "log", ngrid = NULL, lower = 1/nunits, upper = 1 - lower)

Arguments

nunits	The number of units in the data for which r-values are to be calculated.
type	The type of grid; type can be set to type="uniform", type="log", or type="log.symmetric".
ngrid	a number specifying the number of grid points
lower	the smallest grid point; must be greater than zero
upper	the largest grid point; must be less than one

Details

If nunits ≤ 1000, the default number of grid points is equal to nunits. When nunits > 1000, the default number of grid points is determined by

1000 + 25*log(nunits - 1000)*(nunits - 1000)^{1/4}

.

Value

A vector of grid points in (0,1).

Author(s)

Nicholas Henderson and Michael Newton

See Also

rvalues

Examples

alpha.grid <- MakeGrid(1000,type="uniform",ngrid=200)

log.grid <- MakeGrid(40,type="log")
log.grid
hist(log.grid)

wiscstatman/rvalues documentation built on May 22, 2022, 2:41 a.m.