time-to-botec/squiggle/node_modules/@stdlib/stats/base/dists/bernoulli

Bernoulli

Bernoulli distribution.

Usage

var bernoulli = require( '@stdlib/stats/base/dists/bernoulli' );

bernoulli

Bernoulli distribution.

var dist = bernoulli;
// returns {...}

The namespace contains the following distribution functions:

• cdf( x, p ): Bernoulli distribution cumulative distribution function.
• mgf( t, p ): Bernoulli distribution moment-generating function (MGF).
• pmf( x, p ): Bernoulli distribution probability mass function (PMF).
• quantile( r, p ): Bernoulli distribution quantile function.

The namespace contains the following functions for calculating distribution properties:

• entropy( p ): Bernoulli distribution entropy.
• kurtosis( p ): Bernoulli distribution excess kurtosis.
• mean( p ): Bernoulli distribution expected value.
• median( p ): Bernoulli distribution median.
• mode( p ): Bernoulli distribution mode.
• skewness( p ): Bernoulli distribution skewness.
• stdev( p ): Bernoulli distribution standard deviation.
• variance( p ): Bernoulli distribution variance.

The namespace contains a constructor function for creating a Bernoulli distribution object.

• Bernoulli( [p] ): Bernoulli distribution constructor.

var Bernoulli = require( '@stdlib/stats/base/dists/bernoulli' ).Bernoulli;

var dist = new Bernoulli( 0.2 );

var y = dist.pmf( 0.0 );
// returns 0.8

y = dist.pmf( 1.0 );
// returns 0.2

Examples

var objectKeys = require( '@stdlib/utils/keys' );
var bernoulli = require( '@stdlib/stats/base/dists/bernoulli' );

console.log( objectKeys( bernoulli ) );