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feat: add stats/base/ztest/one-sample/results/float32
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‎lib/node_modules/@stdlib/stats/base/ztest/one-sample/results/float32/README.md

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<!--
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@license Apache-2.0
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Copyright (c) 2025 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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# Float32Results
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> Create a one-sample Z-test single-precision floating-point results object.
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<!-- Section to include introductory text. Make sure to keep an empty line after the intro `section` element and another before the `/section` close. -->
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<section class="intro">
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</section>
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<!-- /.intro -->
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<!-- Package usage documentation. -->
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<section class="usage">
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## Usage
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```javascript
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var Float32Results = require( '@stdlib/stats/base/ztest/one-sample/results/float32' );
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```
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#### Float32Results( \[arg\[, byteOffset\[, byteLength]]] )
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Returns a one-sample Z-test single-precision floating-point results object.
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```javascript
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var results = new Float32Results();
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// returns {...}
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```
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The function supports the following parameters:
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- **arg**: an [`ArrayBuffer`][@stdlib/array/buffer] or a data object (_optional_).
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- **byteOffset**: byte offset (_optional_).
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- **byteLength**: maximum byte length (_optional_).
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A data object argument is an object having one or more of the following properties:
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- **rejected**: boolean indicating whether the null hypothesis was rejected.
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- **alternative**: the alternative hypothesis (e.g., `'two-sided'`, `'less'`, or `'greater'`).
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- **alpha**: significance level.
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- **pValue**: p-value.
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- **statistic**: test statistic.
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- **ci**: confidence interval as a [`Float32Array`][@stdlib/array/float32].
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- **nullValue**: mean under the null hypothesis.
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- **sd**: standard error of the mean.
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#### Float32Results.prototype.rejected
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Boolean indicating whether the null hypothesis was rejected.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.rejected;
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// returns <boolean>
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```
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#### Float32Results.prototype.alternative
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The alternative hypothesis.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.alternative;
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// returns <string>
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```
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#### Float32Results.prototype.alpha
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Significance level.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.alpha;
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// returns <number>
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```
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#### Float32Results.prototype.pValue
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The test p-value.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.pValue;
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// returns <number>
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```
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#### Float32Results.prototype.statistic
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The test statistic.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.statistic;
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// returns <number>
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```
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#### Float32Results.prototype.ci
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Confidence interval.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.ci;
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// returns <Float32Array>
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```
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#### Float32Results.prototype.nullValue
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Mean under the null hypothesis.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.nullValue;
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// returns <number>
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```
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#### Float32Results.prototype.sd
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Standard error of the mean.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.sd;
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// returns <number>
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```
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#### Float32Results.prototype.toString( \[options] )
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Serializes a results object to a formatted string.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.toString();
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// returns <string>
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```
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The method supports the following options:
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- **digits**: number of digits to display after decimal points. Default: `4`.
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- **decision**: boolean indicating whether to show the test decision. Default: `true`.
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Example output:
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```text
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One-sample Z-test
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Alternative hypothesis: True mean is less than 1.0
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pValue: 0.0406
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statistic: 9.9901
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95% confidence interval: [9.7821, 10.4451]
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Test Decision: Reject null in favor of alternative at 5% significance level
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```
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#### Float32Results.prototype.toJSON( \[options] )
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Serializes a results object as a JSON object.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.toJSON();
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// returns {...}
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```
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`JSON.stringify()` implicitly calls this method when stringifying a results instance.
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#### Float32Results.prototype.toDataView()
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Returns a [`DataView`][@stdlib/array/dataview] of a results object.
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```javascript
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var results = new Float32Results();
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// returns {...}
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// ...
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var v = results.toDataView();
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// returns <DataView>
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```
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</section>
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<!-- /.usage -->
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<!-- Package usage notes. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="notes">
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## Notes
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- A results object is a [`struct`][@stdlib/dstructs/struct] providing a fixed-width composite data structure for storing one-sample Z-test results and providing an ABI-stable data layout for JavaScript-C interoperation.
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</section>
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<!-- /.notes -->
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<!-- Package usage examples. -->
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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 Float32Array = require( '@stdlib/array/float32' );
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var Results = require( '@stdlib/stats/base/ztest/one-sample/results/float32' );
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var results = new Results({
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'rejected': true,
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'alpha': 0.05,
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'pValue': 0.3364,
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'statistic': 11.7586,
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'nullValue': 0.0,
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'sd': 0.4563,
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'ci': new Float32Array( [ 9.9983, 11.4123 ] ),
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'alternative': 'two-sided'
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});
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var str = results.toString({
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'format': 'linear'
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});
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console.log( str );
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```
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</section>
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<!-- /.examples -->
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<!-- Section to include cited references. If references are included, add a horizontal rule *before* the section. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="references">
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</section>
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<!-- /.references -->
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<!-- Section for related `stdlib` packages. Do not manually edit this section, as it is automatically populated. -->
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<section class="related">
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</section>
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<!-- /.related -->
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="links">
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[@stdlib/dstructs/struct]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/dstructs/struct
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[@stdlib/array/dataview]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/dataview
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[@stdlib/array/float32]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/float32
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[@stdlib/array/buffer]: https://github.com/stdlib-js/stdlib/tree/develop/lib/node_modules/%40stdlib/array/buffer
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</section>
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<!-- /.links -->

‎lib/node_modules/@stdlib/stats/base/ztest/one-sample/results/float32/benchmark/benchmark.js

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/**
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* @license Apache-2.0
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*
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* Copyright (c) 2025 The Stdlib Authors.
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*
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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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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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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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'use strict';
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// MODULES //
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var bench = require( '@stdlib/bench' );
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var isObject = require( '@stdlib/assert/is-object' );
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var pkg = require( './../package.json' ).name;
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var Float32Results = require( './../lib' );
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// MAIN //
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bench( pkg+'::constructor,new', function benchmark( b ) {
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var v;
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var i;
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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v = new Float32Results();
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if ( typeof v !== 'object' ) {
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b.fail( 'should return an object' );
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}
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}
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b.toc();
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if ( !isObject( v ) ) {
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b.fail( 'should return an object' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});
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bench( pkg+'::constructor,no_new', function benchmark( b ) {
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var results;
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var v;
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var i;
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results = Float32Results;
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b.tic();
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for ( i = 0; i < b.iterations; i++ ) {
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v = results();
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if ( typeof v !== 'object' ) {
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b.fail( 'should return an object' );
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}
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}
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b.toc();
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if ( !isObject( v ) ) {
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b.fail( 'should return an object' );
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}
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b.pass( 'benchmark finished' );
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b.end();
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});

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