NormalTest.h

#pragma once
#include "TestDistribution.h"
#include <boost/random/mersenne_twister.hpp>
#include <boost/random/normal_distribution.hpp>

template<typename T>
class NormalTest : public TestDistribution<T> {
private:
    boost::random::mt19937 generator;

public:
    NormalTest(int samples) : TestDistribution<T>(samples) {
        time_t now;
        time(&now);
        generator.seed(now);
    }

    // Generate normal distribution data with mean and standard deviation
    void generateData(T mean, T stdDev) override {
        this->data.clear();

        boost::random::normal_distribution<T> distribution(mean, stdDev);

        for (int i = 0; i < this->numSamples; i++) {
            this->data.push_back(distribution(generator));
        }
    }
};