@stdlib/stats-base-dists-t-stdev
v0.2.2
Published
Student's t distribution standard deviation.
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Standard Deviation
Student's t distribution variance.
The standard deviation for a Student's t random variable with degrees of freedom ν
is
For ν
smaller than one, the standard deviation is not defined.
Installation
npm install @stdlib/stats-base-dists-t-stdev
Usage
var stdev = require( '@stdlib/stats-base-dists-t-stdev' );
stdev( v )
Returns the standard deviation of a Student's t distribution with degrees of freedom v
.
var y = stdev( 9.0 );
// returns ~1.134
y = stdev( 3.5 );
// returns ~1.528
If provided 1 < v <= 2
, the function returns infinity
.
var y = stdev( 1.5 );
// returns Infinity
y = stdev( 2.0 );
// returns Infinity
If provided v <= 1
, the function returns NaN
.
var y = stdev( -1.0 );
// returns NaN
y = stdev( 0.8 );
// returns NaN
Examples
var randu = require( '@stdlib/random-base-randu' );
var round = require( '@stdlib/math-base-special-round' );
var stdev = require( '@stdlib/stats-base-dists-t-stdev' );
var v;
var y;
var i;
for ( i = 0; i < 10; i++ ) {
v = randu() * 20.0;
y = stdev( v );
console.log( 'v: %d, SD(X,v): %d', v.toFixed( 4 ), y.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.