/usr/include/openturns/LinearModelTest.hxx is in libopenturns-dev 1.9-5.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
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/**
* @brief StatTest implements statistical tests
*
* Copyright 2005-2017 Airbus-EDF-IMACS-Phimeca
*
* This library is free software: you can redistribute it and/or modify
* it under the terms of the GNU Lesser General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This library 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 Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* along with this library. If not, see <http://www.gnu.org/licenses/>.
*
*/
#ifndef OPENTURNS_LINEARMODELTEST_HXX
#define OPENTURNS_LINEARMODELTEST_HXX
#include "openturns/OTprivate.hxx"
#include "openturns/TestResult.hxx"
#include "openturns/Sample.hxx"
#include "openturns/LinearModel.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class LinearModelTest
*
*/
class OT_API LinearModelTest
{
public:
/** */
static TestResult LinearModelAdjustedRSquared(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelAdjustedRSquared(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelFisher(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelFisher(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelResidualMean(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelResidualMean(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelRSquared(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelRSquared(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelHarrisonMcCabe(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ),
const Scalar breakPoint = ResourceMap::GetAsScalar( "LinearModelTest-DefaultHarrisonMcCabeBreakpoint" ),
const Scalar simulationSize = ResourceMap::GetAsUnsignedInteger( "LinearModelTest-DefaultHarrisonMcCabeSimulationSize" ));
/** */
static TestResult LinearModelHarrisonMcCabe(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ),
const Scalar breakPoint = ResourceMap::GetAsScalar( "LinearModelTest-DefaultHarrisonMcCabeBreakpoint" ),
const Scalar simulationSize = ResourceMap::GetAsUnsignedInteger( "LinearModelTest-DefaultHarrisonMcCabeSimulationSize" ));
/** */
static TestResult LinearModelBreuschPagan(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelBreuschPagan(const Sample & firstSample,
const Sample & secondSample,
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelDurbinWatson(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const String hypothesis = ResourceMap::Get( "LinearModelTest-DefaultDurbinWatsonHypothesis" ),
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
/** */
static TestResult LinearModelDurbinWatson(const Sample & firstSample,
const Sample & secondSample,
const String hypothesis = ResourceMap::Get( "LinearModelTest-DefaultDurbinWatsonHypothesis" ),
const Scalar level = ResourceMap::GetAsScalar( "LinearModelTest-DefaultLevel" ));
protected:
/** Generic invocation of a R script for testing a distribution against a sample */
static TestResult RunTwoSamplesALinearModelRTest(const Sample & firstSample,
const Sample & secondSample,
const LinearModel & linearModel,
const Scalar level,
const String & testName);
LinearModelTest();
}; /* class LinearModelTest */
END_NAMESPACE_OPENTURNS
#endif /* OPENTURNS_LINEARMODELTEST_HXX */
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