/usr/include/openturns/LinearModel.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 LinearModel implements the linear model
*
* 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_LINEARMODEL_HXX
#define OPENTURNS_LINEARMODEL_HXX
#include "openturns/PersistentObject.hxx"
#include "openturns/Description.hxx"
#include "openturns/Point.hxx"
#include "openturns/Sample.hxx"
#include "openturns/Interval.hxx"
#include "openturns/PersistentCollection.hxx"
#include "openturns/Collection.hxx"
#include "openturns/TestResult.hxx"
BEGIN_NAMESPACE_OPENTURNS
/**
* @class LinearModel
*
* LinearModel implements the notion of linear model
*/
class OT_API LinearModel :
public PersistentObject
{
CLASSNAME;
public:
typedef Collection<Scalar> ScalarCollection;
typedef PersistentCollection<Scalar> ScalarPersistentCollection;
/** Default constructor is private */
LinearModel();
/** Standard constructor */
LinearModel(const Point & vectorR,
const Interval & intervals,
const ScalarCollection & pValuesOfR);
/** Constructor from Point */
LinearModel(const Point & vectorR);
/** Virtual constructor */
virtual LinearModel * clone() const;
/** String converter */
String __repr__() const;
String __str__(const String & offset = "") const;
/** get vector, get intervals*/
Point getRegression() const;
Interval getConfidenceIntervals() const;
ScalarCollection getPValues() const;
/** getPredicted : build an sample of predicted values */
Sample getPredicted(const Sample & predictor) const;
/** getResidual */
Sample getResidual(const Sample & predictor,
const Sample & measured) const;
/** Method save() stores the object through the StorageManager */
void save(Advocate & adv) const;
/** Method load() reloads the object from the StorageManager */
void load(Advocate & adv);
protected:
/** The estimated vector */
Point regression_;
/** The confidence intervals */
Interval confidenceIntervals_;
/** The p-Values */
ScalarPersistentCollection pValues_;
private:
friend class Factory<LinearModel>;
}; /* class LinearModel */
/** Comparison operator */
OT_API Bool operator ==(const LinearModel & lhs, const LinearModel & rhs);
END_NAMESPACE_OPENTURNS
#endif /* OPENTURNS_LINEARMODEL_HXX */
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