distributions-weibull-pdf
Version:
Weibull distribution probability density function (PDF).
42 lines (32 loc) • 1.11 kB
JavaScript
;
// MODULES //
var partial = require( './partial.js' );
// PDF //
/**
* FUNCTION: pdf( out, arr, lambda, k, accessor )
* Evaluates the probability density function (PDF) for a Weibull distribution with scale parameter `lambda` and shape parameter `k` using an accessor function.
*
* @param {Array|Int8Array|Uint8Array|Uint8ClampedArray|Int16Array|Uint16Array|Int32Array|Uint32Array|Float32Array|Float64Array} out - output array
* @param {Array} arr - input array
* @param {Number} lambda - scale parameter
* @param {Number} k - shape parameter
* @param {Function} accessor - accessor function for accessing array values
* @returns {Number[]|Int8Array|Uint8Array|Uint8ClampedArray|Int16Array|Uint16Array|Int32Array|Uint32Array|Float32Array|Float64Array} output array
*/
function pdf( y, x, lambda, k, clbk ) {
var len = x.length,
fcn,
v, i;
fcn = partial( lambda, k );
for ( i = 0; i < len; i++ ) {
v = clbk( x[ i ], i );
if ( typeof v === 'number' ) {
y[ i ] = fcn( v );
} else {
y[ i ] = NaN;
}
}
return y;
} // end FUNCTION pdf()
// EXPORTS //
module.exports = pdf;