summaryrefslogtreecommitdiff
path: root/chart2/source/tools/LinearRegressionCurveCalculator.cxx
diff options
context:
space:
mode:
authorBjörn Milcke <bm@openoffice.org>2003-12-17 13:06:20 +0000
committerBjörn Milcke <bm@openoffice.org>2003-12-17 13:06:20 +0000
commitb4f9277f90d01501330777782de67fe109729f80 (patch)
tree3f3134a0bb699800d9d71aefeab2fafb0e9350ab /chart2/source/tools/LinearRegressionCurveCalculator.cxx
parent388ddfbebb6b6127d39859f362027506fe4d4e56 (diff)
COMMENT
Diffstat (limited to 'chart2/source/tools/LinearRegressionCurveCalculator.cxx')
-rw-r--r--chart2/source/tools/LinearRegressionCurveCalculator.cxx197
1 files changed, 197 insertions, 0 deletions
diff --git a/chart2/source/tools/LinearRegressionCurveCalculator.cxx b/chart2/source/tools/LinearRegressionCurveCalculator.cxx
new file mode 100644
index 000000000000..b20fdbdb6678
--- /dev/null
+++ b/chart2/source/tools/LinearRegressionCurveCalculator.cxx
@@ -0,0 +1,197 @@
+/*************************************************************************
+ *
+ * $RCSfile: LinearRegressionCurveCalculator.cxx,v $
+ *
+ * $Revision: 1.1 $
+ *
+ * last change: $Author: bm $ $Date: 2003-12-17 14:06:20 $
+ *
+ * The Contents of this file are made available subject to the terms of
+ * either of the following licenses
+ *
+ * - GNU Lesser General Public License Version 2.1
+ * - Sun Industry Standards Source License Version 1.1
+ *
+ * Sun Microsystems Inc., October, 2000
+ *
+ * GNU Lesser General Public License Version 2.1
+ * =============================================
+ * Copyright 2000 by Sun Microsystems, Inc.
+ * 901 San Antonio Road, Palo Alto, CA 94303, USA
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License version 2.1, as published by the Free Software Foundation.
+ *
+ * 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
+ * License along with this library; if not, write to the Free Software
+ * Foundation, Inc., 59 Temple Place, Suite 330, Boston,
+ * MA 02111-1307 USA
+ *
+ *
+ * Sun Industry Standards Source License Version 1.1
+ * =================================================
+ * The contents of this file are subject to the Sun Industry Standards
+ * Source License Version 1.1 (the "License"); You may not use this file
+ * except in compliance with the License. You may obtain a copy of the
+ * License at http://www.openoffice.org/license.html.
+ *
+ * Software provided under this License is provided on an "AS IS" basis,
+ * WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING,
+ * WITHOUT LIMITATION, WARRANTIES THAT THE SOFTWARE IS FREE OF DEFECTS,
+ * MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE, OR NON-INFRINGING.
+ * See the License for the specific provisions governing your rights and
+ * obligations concerning the Software.
+ *
+ * The Initial Developer of the Original Code is: Sun Microsystems, Inc.
+ *
+ * Copyright: 2003 by Sun Microsystems, Inc.
+ *
+ * All Rights Reserved.
+ *
+ * Contributor(s): _______________________________________
+ *
+ *
+ ************************************************************************/
+#include "LinearRegressionCurveCalculator.hxx"
+#include "macros.hxx"
+// #include "algohelper.hxx"
+#include "RegressionCalculationHelper.hxx"
+
+#ifndef INCLUDED_RTL_MATH_HXX
+#include <rtl/math.hxx>
+#endif
+#ifndef _RTL_USTRBUF_HXX_
+#include <rtl/ustrbuf.hxx>
+#endif
+
+using namespace ::com::sun::star;
+using namespace ::drafts::com::sun::star;
+
+using ::rtl::OUString;
+using ::rtl::OUStringBuffer;
+
+namespace chart
+{
+
+LinearRegressionCurveCalculator::LinearRegressionCurveCalculator() :
+ m_fSlope( 0.0 ),
+ m_fIntercept( 0.0 ),
+ m_fCorrelationCoeffitient( 0.0 )
+{
+ ::rtl::math::setNan( & m_fSlope );
+ ::rtl::math::setNan( & m_fIntercept );
+ ::rtl::math::setNan( & m_fCorrelationCoeffitient );
+}
+
+LinearRegressionCurveCalculator::~LinearRegressionCurveCalculator()
+{}
+
+// ____ XRegressionCurve ____
+void SAL_CALL LinearRegressionCurveCalculator::recalculateRegression(
+ const uno::Sequence< double >& aXValues,
+ const uno::Sequence< double >& aYValues )
+ throw (uno::RuntimeException)
+{
+ RegressionCalculationHelper::tDoubleVectorPair aValues(
+ RegressionCalculationHelper::cleanup(
+ aXValues, aYValues,
+ RegressionCalculationHelper::isValid()));
+
+ const size_t nMax = aValues.first.size();
+ if( nMax == 0 )
+ {
+ ::rtl::math::setNan( & m_fSlope );
+ ::rtl::math::setNan( & m_fIntercept );
+ ::rtl::math::setNan( & m_fCorrelationCoeffitient );
+ return;
+ }
+
+ const double fN = static_cast< double >( nMax );
+ double fSumX = 0.0, fSumY = 0.0, fSumXSq = 0.0, fSumYSq = 0.0, fSumXY = 0.0;
+ for( size_t i = 0; i < nMax; ++i )
+ {
+ fSumX += aValues.first[i];
+ fSumY += aValues.second[i];
+ fSumXSq += aValues.first[i] * aValues.first[i];
+ fSumYSq += aValues.second[i] * aValues.second[i];
+ fSumXY += aValues.first[i] * aValues.second[i];
+ }
+
+ m_fSlope = (fN * fSumXY - fSumX * fSumY) / ( fN * fSumXSq - fSumX * fSumX );
+ m_fIntercept = (fSumY - m_fSlope * fSumX) / fN;
+
+ m_fCorrelationCoeffitient = ( fN * fSumXY - fSumX * fSumY ) /
+ sqrt( ( fN * fSumXSq - fSumX * fSumX ) *
+ ( fN * fSumYSq - fSumY * fSumY ) );
+}
+
+double SAL_CALL LinearRegressionCurveCalculator::getCurveValue( double x )
+ throw (lang::IllegalArgumentException,
+ uno::RuntimeException)
+{
+ double fResult;
+ ::rtl::math::setNan( & fResult );
+
+ if( ! ( ::rtl::math::isNan( m_fSlope ) ||
+ ::rtl::math::isNan( m_fIntercept )))
+ {
+ fResult = m_fSlope * x + m_fIntercept;
+ }
+
+ return fResult;
+}
+
+double SAL_CALL LinearRegressionCurveCalculator::getCorrelationCoefficient()
+ throw (uno::RuntimeException)
+{
+ return m_fCorrelationCoeffitient;
+}
+
+OUString SAL_CALL LinearRegressionCurveCalculator::getRepresentation()
+ throw (uno::RuntimeException)
+{
+ OUStringBuffer aBuf( C2U( "f(x) = " ));
+
+ bool bHaveSlope = false;
+
+ if( m_fSlope != 0.0 )
+ {
+ aBuf.append( NUMBER_TO_STR( m_fSlope ));
+ aBuf.append( sal_Unicode( ' ' ));
+ aBuf.append( sal_Unicode( 0x00b7 ));
+ aBuf.append( sal_Unicode( ' ' ));
+ aBuf.append( sal_Unicode( 'x' ));
+ bHaveSlope = true;
+ }
+
+ if( m_fIntercept != 0.0 )
+ {
+ if( ! bHaveSlope )
+ {
+ aBuf.append( NUMBER_TO_STR( m_fIntercept ));
+ }
+ else
+ {
+ if( m_fIntercept < 0.0 )
+ {
+ aBuf.appendAscii( RTL_CONSTASCII_STRINGPARAM( " - " ));
+ aBuf.append( NUMBER_TO_STR( fabs( m_fIntercept )));
+ }
+ else
+ {
+ aBuf.appendAscii( RTL_CONSTASCII_STRINGPARAM( " + " ));
+ aBuf.append( NUMBER_TO_STR( m_fIntercept ));
+ }
+ }
+ }
+
+ return aBuf.makeStringAndClear();
+}
+
+} // namespace chart