50 lines
1.6 KiB
C++
Executable File
50 lines
1.6 KiB
C++
Executable File
/*==============================================================================
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Copyright 2018 by Roland Rabien, 1998 David C. Swaim
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For more information visit www.rabiensoftware.com
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==============================================================================*/
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#pragma once
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/** Calculates linear regression from a set of points */
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class LinearRegression
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{
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public:
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LinearRegression();
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LinearRegression (Array<juce::Point<double>> points);
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void addPoint (juce::Point<double> pnt);
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void calculate();
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void clear();
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bool haveData() const { return n > 2; }
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int items() const { return n; }
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double getA() const { return a; }
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double getB() const { return b; }
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double getCoefDeterm() const { return coefD; }
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double getCoefCorrel() const { return coefC; }
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double getStdErrorEst() const { return stdError; }
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double estimateY (double x) const { return (a + b * x); }
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protected:
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int n = 0; // number of data points input so far
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double sumX = 0;
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double sumY = 0; // sums of x and y
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double sumXsquared = 0; // sum of x squares
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double sumYsquared = 0; // sum y squares
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double sumXY = 0; // sum of x*y
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double a = 0;
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double b = 0; // coefficients of f(x) = a + b*x
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double coefD = 0; // coefficient of determination
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double coefC = 0; // coefficient of correlation
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double stdError = 0; // standard error of estimate
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JUCE_DECLARE_NON_COPYABLE_WITH_LEAK_DETECTOR (LinearRegression)
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};
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