Package dk.alexandra.fresco.stat.regression.linear

Class LinearRegression

java.lang.Object

dk.alexandra.fresco.stat.regression.linear.LinearRegression

All Implemented Interfaces:

dk.alexandra.fresco.framework.builder.Computation<LinearRegression.LinearRegressionResult,dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>

public class LinearRegression
extends Object
implements dk.alexandra.fresco.framework.builder.Computation<LinearRegression.LinearRegressionResult,dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>

Fit a linear model to the given dataset and output estimates for the coefficients and some model diagnostics (see LinearRegression.LinearRegressionResult).

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	LinearRegression.LinearRegressionResult

Constructor Summary

Constructors

Constructor	Description
LinearRegression(List<ArrayList<dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed>>> observations, ArrayList<dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed>> y)

Method Summary

Modifier and Type	Method	Description
dk.alexandra.fresco.framework.DRes<LinearRegression.LinearRegressionResult>	buildComputation(dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric builder)

Methods inherited from class java.lang.Object

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

Constructor Details

LinearRegression

public LinearRegression(List<ArrayList<dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed>>> observations, ArrayList<dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed>> y)

Method Details

buildComputation

public dk.alexandra.fresco.framework.DRes<LinearRegression.LinearRegressionResult> buildComputation(dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric builder)

Specified by:

buildComputation in interface dk.alexandra.fresco.framework.builder.Computation<LinearRegression.LinearRegressionResult,dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>