Curve Fitting using Unconstrained and Constrained Linear Least Squares Methods

This online calculator build regression model to fit a curve using linear least squares method. If additional constraints on the approximating function are entered, calculator uses Lagrange multipliers to find the solutions.

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Timur

Timur

Créé: 2020-06-04 08:42:40, Dernière mise à jour: 2020-11-03 14:19:39
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Articles décrivant cette calculatrice

PLANETCALC, Curve Fitting using Unconstrained and Constrained Linear Least Squares Methods

Curve Fitting using Unconstrained and Constrained Linear Least Squares Methods

Function must pass through particular points

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Digits after the decimal point: 4
Quadratic regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
Cubic regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
4th order polynomial regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
5th order polynomial regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
Linear regression
 
Linear correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
Logarithmic regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
Hyperbolic regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
6th order polynomial regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
7th order polynomial regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
8th order polynomial regression
 
Correlation coefficient
 
Coefficient of determination
 
Average relative error, %
 
Results
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PLANETCALC, Curve Fitting using Unconstrained and Constrained Linear Least Squares Methods

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