EMMAgeo (version 0.9.8)

get.l: Generate a vector of weight transformation values from l.min to l.max.

Description

This function generates a sequence of weight transformation values that range from l_min (by default zero) to l_max (by default 95 % of the maximum possible value). It uses the function test.l.max().

Usage

get.l(X, n = 10, max = 0.95, min = 0)

Value

Numeric vector of class "EMMAgeo_l", weight transformation values.

Arguments

X

Numeric matrix, input data set with m samples (rows) and n variables (columns).

n

Numeric scalar, length of the output vector (by default 10).

max

Numeric scalar, fraction of the maximum value (by default 0.95).

min

Numeric scalar, minimum value (by default zero).

Author

Michael Dietze, Elisabeth Dietze

See Also

test.l.max

Examples

## load example data set
data(example_X)

## truncate data set to save computation time, not needed in real life
X <- X[1:10, 1:10]

## infer l-vector
l <- get.l(X = X, 
           n = 5, 
           max = 0.8, 
           min = 0.02)