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TwoDistributionTest.h
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TwoDistributionTest.h
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/*
* Restructuring Shogun's statistical hypothesis testing framework.
* Copyright (C) 2016 Soumyajit De
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
#ifndef TWO_DISTRIBUTION_TEST_H_
#define TWO_DISTRIBUTION_TEST_H_
#include <shogun/lib/common.h>
#include <shogun/statistical_testing/HypothesisTest.h>
#include <shogun/statistical_testing/internals/TestTypes.h>
namespace shogun
{
class CTwoDistributionTest : public CHypothesisTest
{
public:
CTwoDistributionTest(index_t num_kernels);
virtual ~CTwoDistributionTest();
CFeatures* get_p() const;
CFeatures* get_q() const;
void set_num_samples_p(index_t num_samples_from_p);
void set_num_samples_q(index_t num_samples_from_q);
const index_t get_num_samples_p() const;
const index_t get_num_samples_q() const;
virtual float64_t compute_statistic()=0;
virtual SGVector<float64_t> sample_null()=0;
virtual const char* get_name() const;
protected:
void set_p(CFeatures* samples_from_p);
void set_q(CFeatures* samples_from_q);
};
}
#endif // TWO_DISTRIBUTION_TEST_H_