Entropy

Degenerate distribution entropy.

The entropy (in nats) for a degenerate random variable is

where μ is the constant value of the distribution.

Installation

npm install @stdlib/stats-base-dists-degenerate-entropy

Usage

var entropy = require( '@stdlib/stats-base-dists-degenerate-entropy' );

entropy( mu )

Returns the entropy of a degenerate distribution with constant value mu.

var v = entropy( 10.0 );
// returns 0.0

v = entropy( -0.5 );
// returns 0.0

v = entropy( NaN );
// returns NaN

Examples

var randu = require( '@stdlib/random-base-randu' );
var entropy = require( '@stdlib/stats-base-dists-degenerate-entropy' );

var mu;
var v;
var i;

for ( i = 0; i < 10; i++ ) {
    mu = randu();
    v = entropy( mu );
    console.log( 'µ: %d, H(X;µ): %d', mu.toFixed( 4 ), v.toFixed( 4 ) );
}

Notice

This package is part of stdlib, a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.

For more information on the project, filing bug reports and feature requests, and guidance on how to develop stdlib, see the main project repository.

Community

License

See LICENSE.

Copyright

Copyright © 2016-2024. The Stdlib Authors.