141 lines
3.0 KiB
Markdown
141 lines
3.0 KiB
Markdown
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<!--
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@license Apache-2.0
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Copyright (c) 2018 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# betaincinv
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> Inverse of the [incomplete beta function][incomplete-beta-function].
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<section class="intro">
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</section>
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<!-- /.intro -->
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<section class="usage">
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## Usage
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```javascript
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var betaincinv = require( '@stdlib/math/base/special/betaincinv' );
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```
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#### betaincinv( p, a, b\[, upper] )
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Inverts the regularized [incomplete beta function][incomplete-beta-function]. Contrary to the more commonly used definition, in this implementation the first parameter is the probability `p` and the second and third parameter are `a` and `b`. By default, the function inverts the _lower_ regularized [incomplete beta function][incomplete-beta-function]. To invert the _upper_ function instead, set the `upper` argument to `true`.
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```javascript
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var y = betaincinv( 0.2, 3.0, 3.0 );
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// returns ~0.327
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y = betaincinv( 0.4, 3.0, 3.0 );
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// returns ~0.446
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y = betaincinv( 0.4, 3.0, 3.0, true );
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// returns ~0.554
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y = betaincinv( 0.4, 1.0, 6.0 );
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// returns ~0.082
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y = betaincinv( 0.8, 1.0, 6.0 );
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// returns ~0.235
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```
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If provided `NaN` as any argument, the function returns `NaN`.
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```javascript
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var y = betaincinv( NaN, 1.0, 1.0 );
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// returns NaN
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y = betaincinv( 0.5, NaN, 1.0 );
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// returns NaN
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y = betaincinv( 0.5, 1.0, NaN );
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// returns NaN
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```
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If provided a value outside `[0,1]` for `p`, the function returns `NaN`.
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```javascript
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var y = betaincinv( 1.2, 1.0, 1.0 );
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// returns NaN
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y = betaincinv( -0.5, 1.0, 1.0 );
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// returns NaN
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```
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If provided a nonpositive `a`, the function returns `NaN`.
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```javascript
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var y = betaincinv( 0.5, -2.0, 2.0 );
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// returns NaN
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y = betaincinv( 0.5, 0.0, 2.0 );
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// returns NaN
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```
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If provided a nonpositive `b`, the function returns `NaN`.
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```javascript
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var y = betaincinv( 0.5, 2.0, -2.0 );
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// returns NaN
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y = betaincinv( 0.5, 2.0, 0.0 );
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// returns NaN
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```
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</section>
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<!-- /.usage -->
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<section class="examples">
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## Examples
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<!-- eslint no-undef: "error" -->
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```javascript
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var randu = require( '@stdlib/random/base/randu' );
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var betaincinv = require( '@stdlib/math/base/special/betaincinv' );
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var i;
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var p;
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var a;
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var b;
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for ( i = 0; i < 100; i++ ) {
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p = randu();
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a = randu() * 10.0;
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b = randu() * 10.0;
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console.log( 'p: %d, \t a: %d, \t b: %d, \t f(p,a,b): %d', p.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), betaincinv( p, a, b ) );
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}
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```
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</section>
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<!-- /.examples -->
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<section class="links">
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[incomplete-beta-function]: https://en.wikipedia.org/wiki/Incomplete_beta_function
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</section>
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<!-- /.links -->
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