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File: example.php

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  Packages of Christos Drogidis   CLT Simulator   example.php   Download  
File: example.php
Role: Example script
Content type: text/plain
Description: Example script
Class: CLT Simulator
Simulate the central limit theorem
Author: By
Last change:
Date: 28 days ago
Size: 585 bytes
 

Contents

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<?php
require 'src/CLTSimulator.php';

use
Alexsoft\Statistics\CLT\CLTSimulator;

$sim = new CLTSimulator();

$numSamples = 10000; // Number of samples
$sampleSize = 30; // Size of each sample

$means = $sim->simulate($numSamples, $sampleSize);
$stats = $sim->statistics($means);

echo
"Central Limit Theorem Simulation\n";
echo
"Samples: $numSamples | Sample Size: $sampleSize\n\n";
echo
"Mean of all sample means: {$stats['mean']} (theoretical = 3.5)\n";
echo
"Standard deviation: {$stats['std_dev']}\n";
echo
"Range: {$stats['min']} - {$stats['max']}\n";
?>