AMISE {ADPclust}

AMISE bandwidth

Description

Calculate the AMISE bandwidth from either a data frame, or from the number of observations and the dimension of the data.

Usage

AMISE(x, y = NULL)

Arguments

x

the number of variables (if y is given), or a data frame or a matrix (if y is missing).

y

the number of observations. If y is missing then x is interpreted as the data matrix.

Details

IMPORTANT NOTE: The standard deviation of each variable is omitted in this formula.

Value

AMISE bandwidth.