Kumaraswamy's Double Bounded Random Numbers

Kumaraswamy's double bounded distributed pseudorandom numbers.

Usage

var kumaraswamy = require( '@stdlib/random/base/kumaraswamy' );

kumaraswamy( a, b )

Returns a pseudorandom number drawn from a Kumaraswamy's double bounded distribution with parameters a (first shape parameter) and b (second shape parameter).

var r = kumaraswamy( 2.0, 5.0 );
// returns <number>

If a <= 0 or b <= 0, the function returns NaN.

var r = kumaraswamy( 2.0, -2.0 );
// returns NaN

r = kumaraswamy( -2.0, 2.0 );
// returns NaN

If a or b is NaN, the function returns NaN.

var r = kumaraswamy( NaN, 5.0 );
// returns NaN

r = kumaraswamy( 2.0, NaN );
// returns NaN

kumaraswamy.factory( [a, b, ][options] )

Returns a pseudorandom number generator (PRNG) for generating pseudorandom numbers drawn from a Kumaraswamy's double bounded distribution.

var rand = kumaraswamy.factory();

var r = rand( 1.5, 1.5 );
// returns <number>

If provided a and b, the returned generator returns random variates from the specified distribution.

// Draw from Kumaraswamy( 1.5, 1.5 ) distribution:
var rand = kumaraswamy.factory( 1.5, 1.5 );

var r = rand();
// returns <number>

r = rand();
// returns <number>

If not provided a and b, the returned generator requires that both parameters be provided at each invocation.

var rand = kumaraswamy.factory();

var r = rand( 1.0, 1.0 );
// returns <number>

r = rand( 3.14, 2.25 );
// returns <number>

The function accepts the following options:

  • seed: pseudorandom number generator seed.

To seed a pseudorandom number generator, set the seed option.

var rand = kumaraswamy.factory({
    'seed': 12345
});

var r = rand( 2.0, 3.0 );
// returns 0.7581491186188297

rand = kumaraswamy.factory( 1.0, 2.0, {
    'seed': 12345
});

r = rand();
// returns 0.7227286017174674

kumaraswamy.NAME

The generator name.

var str = kumaraswamy.NAME;
// returns 'kumaraswamy'

kumaraswamy.PRNG

The underlying pseudorandom number generator.

var prng = kumaraswamy.PRNG;
// returns <Function>

kumaraswamy.SEED

The value used to seed kumaraswamy().

var rand;
var r;
var i;

// Generate pseudorandom values...
for ( i = 0; i < 100; i++ ) {
    r = kumaraswamy( 2.0, 2.0 );
}

// Generate the same pseudorandom values...
rand = kumaraswamy.factory( 2.0, 2.0, {
    'seed': kumaraswamy.SEED
});
for ( i = 0; i < 100; i++ ) {
    r = rand();
}

Examples

var kumaraswamy = require( '@stdlib/random/base/kumaraswamy' );

var seed;
var rand;
var i;

// Generate pseudorandom numbers...
console.log( '\nseed: %d', kumaraswamy.SEED );
for ( i = 0; i < 100; i++ ) {
    console.log( kumaraswamy( 2.0, 2.0 ) );
}

// Create a new pseudorandom number generator...
seed = 1234;
rand = kumaraswamy.factory( 6.0, 2.0, {
    'seed': seed
});
console.log( '\nseed: %d', seed );
for ( i = 0; i < 100; i++ ) {
    console.log( rand() );
}

// Create another pseudorandom number generator using a previous seed...
rand = kumaraswamy.factory( 2.0, 2.0, {
    'seed': kumaraswamy.SEED
});
console.log( '\nseed: %d', kumaraswamy.SEED );
for ( i = 0; i < 100; i++ ) {
    console.log( rand() );
}