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B

BandwidthSelectionMethod - Enum in org.tinfour.gwr
Specify a method for selecting bandwidth for a Geographically Weighted Regression.
bootstrap(SurfaceModel, BandwidthSelectionMethod, double, double, double, int, double[][], int, double) - Method in class org.tinfour.gwr.GwrInterpolator
Perform a variation of a statistical bootstrap analysis in which the resampling is based on random selection of samples without repetition.

C

clear() - Method in class org.tinfour.gwr.SurfaceGwr
Clear all state variables and external references that may have been set in previous operations.
compareTo(NeighborhoodPoint) - Method in class org.tinfour.gwr.NeighborhoodPoint
 
computeRegression(SurfaceModel, double, double, int, double[][], double[], double[][]) - Method in class org.tinfour.gwr.SurfaceGwr
Computes the elevation for a point at the specified query coordinates, by performing a multiple-linear regression using the observed values.
computeVarianceAndHat() - Method in class org.tinfour.gwr.SurfaceGwr
Compute the variance and hat matrix for the sample data.
computeXWX(double, double, int, double[][], double[]) - Method in class org.tinfour.gwr.SurfaceGwr
 

G

getAbbreviation() - Method in enum org.tinfour.gwr.SurfaceModel
Gets a three letter abbreviation indicating the model type, intended for tabular data output.
getAdjustedR2() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the adjusted R2 value.
getAICc() - Method in class org.tinfour.gwr.GwrInterpolator
Get the Akaike information criterion (corrected) organized so that the minimum value is preferred.
getAICc() - Method in class org.tinfour.gwr.SurfaceGwr
Get the Akaike information criterion (corrected) organized so that the minimum value is preferred.
getAutomaticBandwidthTestCount() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the number of tests performed in selecting a bandwidth via the automatic selection method.
getBandwidth() - Method in class org.tinfour.gwr.GwrInterpolator
Get the bandwidth setting used in the most recent interpolation.
getBandwidthSelectionMethod() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the method used for the most recent bandwidth selection.
getCoefficientCount() - Method in enum org.tinfour.gwr.SurfaceModel
 
getCoefficients() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the coefficients computed by the most recent regression calculation, or a zero-length array if no results are available.
getCoefficients() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the computed polynomial coefficients from the regression (the "beta" parameters that).
getConfidenceIntervalHalfSpan(double) - Method in class org.tinfour.gwr.GwrInterpolator.BootstrapResult
Get the half space (single side) of the confidence interval for the bootstrap analysis.
getDegreesOfFreedom() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the number of degrees of freedom for the most recent computation based on a ordinary least squares treatment (weighting neglected)
getDistance() - Method in class org.tinfour.gwr.NeighborhoodPoint
Get the distance value associated with the point
getDistanceSq(double, double) - Method in class org.tinfour.gwr.NeighborhoodPoint
 
getEffectiveDegreesOfFreedom() - Method in class org.tinfour.gwr.GwrInterpolator
Get the effective degrees of freedom for the a chi-squared distribution which approximates the distribution of the GWR.
getEffectiveDegreesOfFreedom() - Method in class org.tinfour.gwr.SurfaceGwr
Get the effective degrees of freedom for the a chi-squared distribution which approximates the distribution of the GWR.
getEstimatedValue(double, double) - Method in class org.tinfour.gwr.SurfaceGwr
 
getF() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the F statistic for the regression result which may be used in hypothesis testing for evaluating the regression.
getHatMatrix() - Method in class org.tinfour.gwr.SurfaceGwr
 
getIndependentVariableCount() - Method in enum org.tinfour.gwr.SurfaceModel
 
getLeungDelta1() - Method in class org.tinfour.gwr.GwrInterpolator
Get leung's delta parameter
getLeungDelta1() - Method in class org.tinfour.gwr.SurfaceGwr
Get leung's delta parameter
getLeungDelta2() - Method in class org.tinfour.gwr.GwrInterpolator
Get Leung's delta2 parameter.
getLeungDelta2() - Method in class org.tinfour.gwr.SurfaceGwr
Get Leung's delta2 parameter.
getMean() - Method in class org.tinfour.gwr.GwrInterpolator.BootstrapResult
Get the mean predicted value at the query point as determined by bootstrap analysis.
getMethod() - Method in class org.tinfour.gwr.GwrTinInterpolator
 
getMinimumRequiredSamples(SurfaceModel) - Method in class org.tinfour.gwr.SurfaceGwr
Get the minimum number of samples required to perform a regression for the specified surface model
getModel() - Method in class org.tinfour.gwr.SurfaceGwr
Get the surface model associated with this instance.
getN() - Method in class org.tinfour.gwr.GwrInterpolator.BootstrapResult
Get the number of successful trials used in the calculation of the mean and variance for the bootstrap analysis.
getPoint() - Method in class org.tinfour.gwr.NeighborhoodPoint
get the sample-point object stored in this instance.
getPredictionInterval(double) - Method in class org.tinfour.gwr.GwrInterpolator
Gets the prediction interval at the interpolation coordinates on the observed response for the most recent call to computeRegression.
getPredictionInterval(double) - Method in class org.tinfour.gwr.SurfaceGwr
Gets the prediction interval at the interpolation coordinates on the observed response for the most recent call to computeRegression.
getPredictionIntervalHalfRange(double) - Method in class org.tinfour.gwr.GwrInterpolator
Gets a value equal to one half of the range of the prediction interval on the observed response at the interpolation coordinates for the most recent call to computeRegression().
getPredictionIntervalHalfRange(double) - Method in class org.tinfour.gwr.SurfaceGwr
Gets a value equal to one half of the range of the prediction interval on the observed response at the interpolation coordinates for the most recent call to computeRegression().
getQueryCoordinates() - Method in class org.tinfour.gwr.SurfaceGwr
Get the coordinates used for the initial query
getR2() - Method in class org.tinfour.gwr.SurfaceGwr
Get the r-squared value, the coefficient of multiple regression.
getResiduals() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the residuals from the most recent regression calculation.
getResiduals() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the residuals from the most recent regression calculation.
getResidualSumOfTheSquares() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the residual sum of the squared errors (residuals) for the predicted versus the observed values at the sample locations.
getResidualSumOfTheSquares() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the residual sum of the squared errors (residuals) for the predicted versus the observed values at the sample locations.
getSampleCount() - Method in class org.tinfour.gwr.GwrTinInterpolator
Gets the number of samples used in the most recent calculation.
getSampleCount() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the number of samples from the most recent computation
getSampleDistanceMean() - Method in class org.tinfour.gwr.GwrTinInterpolator
Gets the mean distance of the samples from the most recent interpolation point
getSamples() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the samples from the most recent computation.
getSamples() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the samples from the most recent computation.
getSampleVertices() - Method in class org.tinfour.gwr.GwrTinInterpolator
Get the samples used in the most recent interpolation.
getSigmaML() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the ML Sigma value used in the AICc calculation.
getSigmaML() - Method in class org.tinfour.gwr.SurfaceGwr
Gets the ML Sigma value used in the AICc calculation.
getSlope() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the slope for the most recent computation expressed as the fraction change in elevation over a horizontal distance (i.e. rise-over-run).
getStandardDeviation() - Method in class org.tinfour.gwr.GwrInterpolator
Gets an unbiased estimate of the the standard deviation of the residuals for the predicted values for all samples.
getStandardDeviation() - Method in class org.tinfour.gwr.SurfaceGwr
Gets an unbiased estimate of the the standard deviation of the residuals for the predicted values for all samples.
getSurfaceModel() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the surface model for the most recently performed interpolation.
getSurfaceNormal() - Method in class org.tinfour.gwr.GwrInterpolator
Gets the unit normal to the surface at the position of the most recent interpolation.
getVariance() - Method in class org.tinfour.gwr.GwrInterpolator.BootstrapResult
Get the variance of the predicted values as determined by bootstrap analysis.
getVariance() - Method in class org.tinfour.gwr.GwrInterpolator
Gets an unbiased estimate of the variance of the residuals for the predicted values for all samples.
getVariance() - Method in class org.tinfour.gwr.SurfaceGwr
Gets an unbiased estimate of the variance of the residuals for the predicted values for all samples.
getWeights() - Method in class org.tinfour.gwr.GwrInterpolator
Gets an array of weights from the most recent computation.
getWeights() - Method in class org.tinfour.gwr.SurfaceGwr
Gets an array of weights from the most recent computation.
getX() - Method in class org.tinfour.gwr.NeighborhoodPoint
 
getY() - Method in class org.tinfour.gwr.NeighborhoodPoint
 
getZ() - Method in class org.tinfour.gwr.NeighborhoodPoint
 
GwrInterpolator - Class in org.tinfour.gwr
Provides methods and elements for performing interpolation over a surface using linear regression methods to develop a polynomial z = p(x, y) describing the surface in the region of the interpolation coordinates.
GwrInterpolator() - Constructor for class org.tinfour.gwr.GwrInterpolator
Standard constructor.
GwrInterpolator.BootstrapResult - Class in org.tinfour.gwr
A container for the results from a bootstrap analysis
GwrTinInterpolator - Class in org.tinfour.gwr
Provides methods and elements for performing interpolation over a surface using linear regression methods to develop a polynomial z = f(x, y) describing the surface in the region of the interpolation coordinates.
GwrTinInterpolator(IIncrementalTin) - Constructor for class org.tinfour.gwr.GwrTinInterpolator
Construct an interpolator that operates on the specified TIN.
GwrTinInterpolator(IIncrementalTin, int) - Constructor for class org.tinfour.gwr.GwrTinInterpolator
Construct an interpolator that operates on the specified TIN.

I

initWeightsMatrixUsingGaussianKernel(double[][], int, double, double[][]) - Method in class org.tinfour.gwr.SurfaceGwr
Initializes a square matrix of weights based on the distance between samples using the Gaussian kernel.
initWeightsUsingGaussianKernel(double, double, double[][], int, double, double[]) - Method in class org.tinfour.gwr.SurfaceGwr
Initializes an array of weights based on the distance of samples from a specified pair of coordinates by using the Gaussian kernel.
interpolate(SurfaceModel, BandwidthSelectionMethod, double, double, double, int, double[][]) - Method in class org.tinfour.gwr.GwrInterpolator
Performs regression using the specified surface model and bandwidth-selection method.
interpolate(double, double, IVertexValuator) - Method in class org.tinfour.gwr.GwrTinInterpolator
Obtains an interpolated value at the specified coordinates using a Geographically Weighted Linear Regression.
interpolate(SurfaceModel, BandwidthSelectionMethod, double, double, double, IVertexValuator) - Method in class org.tinfour.gwr.GwrTinInterpolator
Performs regression using the specified surface model and bandwidth-selection method.
interpolateUsingAutomaticModelAndBandwidth(double, double, int, double[][]) - Method in class org.tinfour.gwr.GwrInterpolator
Performs regression using automatic bandwidth selection and testing all available models using the AICc criterion.
interpolateUsingAutomaticModelAndBandwidth(double, double, IVertexValuator) - Method in class org.tinfour.gwr.GwrTinInterpolator
Perform regression using adaptive bandwidth selection and testing all available models using the AICc criterion.
isSampleWeightsMatrixSet() - Method in class org.tinfour.gwr.SurfaceGwr
Indicates whether a sample weights matrix was set.
isSurfaceNormalSupported() - Method in class org.tinfour.gwr.GwrTinInterpolator
 

N

NeighborhoodPoint - Class in org.tinfour.gwr
Defines a data-container class for holding the results from neighboring point analysis operations.
NeighborhoodPoint() - Constructor for class org.tinfour.gwr.NeighborhoodPoint
 

O

org.tinfour.gwr - package org.tinfour.gwr
Supports Geographically Weighted Regression (GWR) methods of interpolation .

P

printSummary(PrintStream) - Method in class org.tinfour.gwr.SurfaceGwr
Print a summary of the parameters and correlation results for the most recent interpolation.

R

resetForChangeToTin() - Method in class org.tinfour.gwr.GwrTinInterpolator
Used by an application to reset the state data within the interpolator when the content of the TIN may have changed.

S

setSampleWeightsMatrix(double[][]) - Method in class org.tinfour.gwr.SurfaceGwr
Allows an application to set the sample weights matrix.
SurfaceGwr - Class in org.tinfour.gwr
Provides an implementation of a weighted polynomial regression for the surface z=p(x, y).
SurfaceGwr() - Constructor for class org.tinfour.gwr.SurfaceGwr
Standard constructor.
SurfaceModel - Enum in org.tinfour.gwr
An enumeration defining model selections for interpolation.

T

toString() - Method in class org.tinfour.gwr.GwrInterpolator.BootstrapResult
 
toString() - Method in class org.tinfour.gwr.SurfaceGwr
 

V

valueOf(String) - Static method in enum org.tinfour.gwr.BandwidthSelectionMethod
Returns the enum constant of this type with the specified name.
valueOf(String) - Static method in enum org.tinfour.gwr.SurfaceModel
Returns the enum constant of this type with the specified name.
values() - Static method in enum org.tinfour.gwr.BandwidthSelectionMethod
Returns an array containing the constants of this enum type, in the order they are declared.
values() - Static method in enum org.tinfour.gwr.SurfaceModel
Returns an array containing the constants of this enum type, in the order they are declared.

W

wasTargetExteriorToTin() - Method in class org.tinfour.gwr.GwrTinInterpolator
Indicates that the most recent target coordinates were exterior to the TIN.
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