com.compomics.util.math.statistics.linear_regression.regressions

Class SimpleLinearRegression

java.lang.Object

com.compomics.util.math.statistics.linear_regression.regressions.SimpleLinearRegression

public class SimpleLinearRegression
extends Object

Performs a simple linear regression. TODO: replace with the Apache implementation

Author:

Marc Vaudel

Constructor Summary

Constructors

Constructor and Description
SimpleLinearRegression()

Method Summary

Modifier and Type	Method and Description
static RegressionStatistics	getLinearRegression(ArrayList<Double> x, ArrayList<Double> y) Returns a simple linear regression.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SimpleLinearRegression

public SimpleLinearRegression()

Method Detail

getLinearRegression

public static RegressionStatistics getLinearRegression(ArrayList<Double> x,
                                                       ArrayList<Double> y)

Returns a simple linear regression. Note: r calculation is not implemented.

Parameters:

x - the x series

y - the y series

Returns:

a simple linear regression