spam (version 2.11-0)

random: Create Random Sparse Matrices

Description

Creates random spam matrix given the dimension and other parameters.

Usage

spam_random(nrow = 1L, ncol = nrow, density = 0.5, distribution = NULL, digits = NULL,
            sym = FALSE, spd = FALSE, verbose = FALSE, ...)

Value

A random matrix in spam format.

Arguments

nrow

integer value for the number of rows for the spam matrix to create.

ncol

integer value for the number of columns. The default value is the same as nrow.

density

A numeric value between 0 and 1 specifying the approximate density of matrix. If equal to zero the spam matrix contains only zeros and if equal to 1 the spam matrix is full.

distribution

a random number generating distribution function to sample the entries of the spam matrix. The function must have an argument with the name n, possible candidates are rnorm, rexp, rpois, rweibull, etc. Default (NULL) fills with ones.

...

possible additional arguments for the distribution function if specified with distribution.

digits

an integer value for the number of digits the entries should be rounded.

sym

logical value to specify symmetry of the spam matrix.

spd

logical value to specify positive definitness of the spam matrix, via diagonal dominace criteria. Note, if spd TRUE, then sym is overwritten to TRUE in any case.

verbose

logical value to specify verbose statments of the function.

Author

Florian Gerber, Roman Flury, Reinhard Furrer

Details

To create a random spam64 matrix, set options(spam.force64 = TRUE).

See Also

spam-class and display.spam

Examples

set.seed(42)
rspam <- spam_random(500, digits = 2, distribution = rnorm, sd = 2, mean = 10, density = .01)
display.spam(rspam, cex = 2)