pmlpp/mlpp/gauss_markov_checker/gauss_markov_checker.h

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#ifndef MLPP_GAUSS_MARKOV_CHECKER_H
#define MLPP_GAUSS_MARKOV_CHECKER_H
//
// GaussMarkovChecker.hpp
//
// Created by Marc Melikyan on 11/13/20.
//
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#include "core/math/math_defs.h"
#include <string>
#include <vector>
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class MLPPGaussMarkovChecker {
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public:
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void checkGMConditions(std::vector<real_t> eps);
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// Independent, 3 Gauss-Markov Conditions
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bool arithmeticMean(std::vector<real_t> eps); // 1) Arithmetic Mean of 0.
bool homoscedasticity(std::vector<real_t> eps); // 2) Homoscedasticity
bool exogeneity(std::vector<real_t> eps); // 3) Cov of any 2 non-equal eps values = 0.
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private:
};
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#endif /* GaussMarkovChecker_hpp */