Package de.fzi.power.regression.r

Class AbstractNonLinearRegression<Q extends javax.measure.quantity.Quantity>

java.lang.Object

de.fzi.power.regression.r.AbstractRegression<Q>

de.fzi.power.regression.r.AbstractNonLinearRegression<Q>

Direct Known Subclasses:

NonLinearSquaresRegression, RobustNonLinearSquaresRegression

public abstract class AbstractNonLinearRegression<Q extends javax.measure.quantity.Quantity>
extends AbstractRegression<Q>

Field Summary

Fields inherited from class de.fzi.power.regression.r.AbstractRegression

DATA_FRAME_NAME, FIT_FNC, measurements, R_ACCESSOR, R_ADDITIONAL_COMMAND, R_ASSIGNMENT_OPERATOR, R_BLOCK_END, R_COMMAND_POSTFIX, R_PARAM_SEPARATOR, R_REGRESSION_RELATIONHSIP_OPERATOR, R_START_PARAM_NAME_ASSIGN, R_START_VALUE_ASSIGNMENT_OPERATOR, R_START_VALUES_BLOCK, R_TARGET_NAME, targetMetric

Constructor Summary

Constructors

Constructor	Description
AbstractNonLinearRegression(org.vedantatree.expressionoasis.expressions.Expression expression, List<VariableMeasurements> measurements, List<ConstantModelParameter<?,? extends javax.measure.quantity.Quantity>> constants, TargetMeasurements targetMetric)

Method Summary

Modifier and Type	Method	Description
Map<Class<?>,ExportTripleProvider<String>>	createRCompatibleExportVisitorConfiguration()
List<DoubleModelParameter<? extends javax.measure.quantity.Quantity>>	deriveParameters()
File	generateVectorPlot(int graphicsWidth, int graphicsHeight, int fontSize)
protected String	getAdditionalParameters()
Double	getAIC()
String	getFormula()
Iterable<String>	getRequiredPackages()

Methods inherited from class de.fzi.power.regression.r.AbstractRegression

constructModel, getFunctionName

Methods inherited from class java.lang.Object

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

Constructor Detail

AbstractNonLinearRegression

public AbstractNonLinearRegression(org.vedantatree.expressionoasis.expressions.Expression expression,
                                   List<VariableMeasurements> measurements,
                                   List<ConstantModelParameter<?,? extends javax.measure.quantity.Quantity>> constants,
                                   TargetMeasurements targetMetric)

Method Detail

deriveParameters

public List<DoubleModelParameter<? extends javax.measure.quantity.Quantity>> deriveParameters()

getFormula

public String getFormula()

Specified by:

getFormula in class AbstractRegression<Q extends javax.measure.quantity.Quantity>

createRCompatibleExportVisitorConfiguration

public Map<Class<?>,ExportTripleProvider<String>> createRCompatibleExportVisitorConfiguration()

generateVectorPlot

public File generateVectorPlot(int graphicsWidth,
                               int graphicsHeight,
                               int fontSize)
                        throws IOException

Throws:

IOException

getRequiredPackages

public Iterable<String> getRequiredPackages()

Specified by:

getRequiredPackages in class AbstractRegression<Q extends javax.measure.quantity.Quantity>

getAdditionalParameters

protected String getAdditionalParameters()

Specified by:

getAdditionalParameters in class AbstractRegression<Q extends javax.measure.quantity.Quantity>

getAIC

public Double getAIC()