Code covered by the BSD License
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DAP(varargin)
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DSEst(data, maxrep, DSdim)
Donoho-Stahel robust dispersion/location estimation method for gaussian data
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DSWeightings(directions, DSPa...
Computes maximum wheightings by data projection through unit norm vectors.
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DataImport(samples, valid, da...
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Delta=computeDeltaMatrix(TLis...
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ExitSession(hObject)
Exit menu
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FList=compute_F_matrices(B, m...
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ImportDonohoStahelDimensions
Loads the the Donoho-Stahel Estimator's dimensional constants data file
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InputInfo(samples, preDefInpu...
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Q=galg(TList, numGrp)
G algorithm
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SEst(data, maxrep, bdp)
Computes biweight multivariate S-estimator for location/dispersion with algorithm of
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T=computeTMatrix(TList, numGr...
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TList=compute_T_matrices(FLis...
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Tbsb(c,p);
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Tbsc(alpha,p);
constant for Tukey Biweight S
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classifyRuleCoef(m_model, m_d...
Computes the Classification Rule Coefficients
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computeCPCModel(covList, m_co...
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computeCPCSigmaList(B, LList,...
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computeEntries_F_matrices(FLi...
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computeEntries_F_matrices(m, ...
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computeInvCovList(covList, nu...
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computeLikelihoodRatioTest(mo...
testStatistic = testStatistic + 2 * (m_constants.numGrp - 1) * m_constants.numVar; % AIC for Flury Decomposition of Chi Square
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computeLinearModel(covList, m...
Linear Model Algorithm
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computeProportionalModel(covL...
Proportional Covariance Matrices Algorithm
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crossValidation(model, m_dap)
Cross-Validation
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discrimRuleCoef(m_model, m_da...
Computes the Discrimination Rule Coefficients, that is, the Discriminant
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dispList(list,outputStr)
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displayCPCModel(cpcCovList, L...
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displayCellList(model, cellLi...
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displayCoefCellList(model, ce...
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displayCoefList(coefList)
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displayLikelihoodRatioTest(pV...
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displayLinearModel(pooledCov,...
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displayProportionalModel(prop...
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displayQuadraticModel(quadrat...
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falg(covList, numVar, numGrp)
F algorithm
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huber(weightings, locationCon...
Huber's function
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jvec=ranpn1(n,p1)
Returns the subsamples' indexes
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ksiint(c,s,p);
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linearCVCoefficent(D, dataEle...
Linear Cross Validation Coefficent
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linearRule(location, D, dataE...
Linear Discriminant Rule
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linearSampleClassification(di...
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mahalanobis(dat,meanvct,covma...
Computes the mahalanobis distances.
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plotClassification(m_model, c...
Plots the classified data along with discrimination regions
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plotClassificationBoundaries(...
Plots the modeled concentration bounderies for the groups
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plotDiscriminationRegions(m_m...
Plots the discrimination regions for the groups
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plotMalclassification(m_model...
Plots the malclassified data along with discrimination regions
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plotNormalProbability(m_dap)
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psibiweight(x,c)
Computes Tukey's biweight psi function with constant c for all
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quadraticCVCoefficent(D, data...
Quadratic Cross Validation Coefficent
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quadraticRule(location, D, da...
Quadratic Discriminant Rule
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quadraticSampleClassification...
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randomset(tot,nel,seed)
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randomset1(tot,nel)
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rhobiweight(x,c)
Computes Tukey's biweight rho function with constant c for all
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sestck(x,start,c,k,tol)
Computes Tukey's biweight objectief function (scale) corresponding
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unitVectors(vecDim, numVector...
Computes unit norm vectors either from a gaussian distribution for
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validateData(datasets, sample...
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View all files
from
Discriminant Analysis Programme
by Bartolomeu Rabacal
Discrimination and Classification of data to and from groups with classical/robust estimation
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| All files for Discriminant Analysis Programme |
/Discriminant Analysis Programme/Covariance Models/computeCPCModel.m
/Discriminant Analysis Programme/Covariance Models/computeCPCSigmaList.m
/Discriminant Analysis Programme/Covariance Models/computeInvCovList.m
/Discriminant Analysis Programme/Covariance Models/computeLikelihoodRatioTest.m
/Discriminant Analysis Programme/Covariance Models/computeLinearModel.m
/Discriminant Analysis Programme/Covariance Models/computeProportionalModel.m
/Discriminant Analysis Programme/DAP.fig
/Discriminant Analysis Programme/DAP.m
/Discriminant Analysis Programme/Data/data.dat
/Discriminant Analysis Programme/Data/hemo.dat
/Discriminant Analysis Programme/Data/hemoCont.dat
/Discriminant Analysis Programme/Data/iris2g2vPLW-VV.dat
/Discriminant Analysis Programme/Data/iris2g2vPSS-VV.dat
/Discriminant Analysis Programme/Data/iris2g2vSLW-VV.dat
/Discriminant Analysis Programme/Data/iris3g2vPLW.dat
/Discriminant Analysis Programme/Data/iris3g2vPSS.dat
/Discriminant Analysis Programme/Data/iris3g2vSLW.dat
/Discriminant Analysis Programme/Data/iris3g4v.dat
/Discriminant Analysis Programme/Data/readme.txt
/Discriminant Analysis Programme/Data/swissbillsVWRDL.dat
/Discriminant Analysis Programme/Data/swissbillsVWRDLCont.dat
/Discriminant Analysis Programme/DataImport.m
/Discriminant Analysis Programme/Discrimination/Error Rates/crossValidation.m
/Discriminant Analysis Programme/Discrimination/Error Rates/linearCVCoefficent.m
/Discriminant Analysis Programme/Discrimination/Error Rates/quadraticCVCoefficent.m
/Discriminant Analysis Programme/Discrimination/Rules/classifyRuleCoef.m
/Discriminant Analysis Programme/Discrimination/Rules/discrimRuleCoef.m
/Discriminant Analysis Programme/Discrimination/Rules/linearRule.m
/Discriminant Analysis Programme/Discrimination/Rules/linearSampleClassification.m
/Discriminant Analysis Programme/Discrimination/Rules/quadraticRule.m
/Discriminant Analysis Programme/Discrimination/Rules/quadraticSampleClassification.m
/Discriminant Analysis Programme/Donoho-Stahel Estimator/DSEst.m
/Discriminant Analysis Programme/Donoho-Stahel Estimator/DSWeightings.m
/Discriminant Analysis Programme/Donoho-Stahel Estimator/huber.m
/Discriminant Analysis Programme/Donoho-Stahel Estimator/unitVectors.m
/Discriminant Analysis Programme/Donoho-StahelDimensions.dat
/Discriminant Analysis Programme/EndSession.m
/Discriminant Analysis Programme/F-G Algorithm/computeDeltaMatrix.m
/Discriminant Analysis Programme/F-G Algorithm/computeEntries_F_matrices.m
/Discriminant Analysis Programme/F-G Algorithm/computeTMatrix.m
/Discriminant Analysis Programme/F-G Algorithm/compute_F_matrices.m
/Discriminant Analysis Programme/F-G Algorithm/compute_MJ_entries.m
/Discriminant Analysis Programme/F-G Algorithm/compute_T_matrices.m
/Discriminant Analysis Programme/F-G Algorithm/falg.m
/Discriminant Analysis Programme/F-G Algorithm/galg.m
/Discriminant Analysis Programme/Graphics/DCCShemoCPC_DSEst.eps
/Discriminant Analysis Programme/Graphics/DCCShemoCPC_S-Est.eps
/Discriminant Analysis Programme/Graphics/DCCShemoCPC_UsualEst.eps
/Discriminant Analysis Programme/Graphics/DCCShemoContCPC_DSEst.eps
/Discriminant Analysis Programme/Graphics/DCCShemoContCPC_S-Est.eps
/Discriminant Analysis Programme/Graphics/DCCShemoContCPC_UsualEst.eps
/Discriminant Analysis Programme/Graphics/DDTShemoCPC_DSEst.eps
/Discriminant Analysis Programme/Graphics/DDTShemoCPC_S-Est.eps
/Discriminant Analysis Programme/Graphics/DDTShemoCPC_UsualEst.eps
/Discriminant Analysis Programme/Graphics/DDTShemoContCPC_DSEst.eps
/Discriminant Analysis Programme/Graphics/DDTShemoContCPC_S-Est.eps
/Discriminant Analysis Programme/Graphics/DDTShemoContCPC_UsualEst.eps
/Discriminant Analysis Programme/Graphics/NPPhemo.eps
/Discriminant Analysis Programme/Graphics/NPPhemoCont.eps
/Discriminant Analysis Programme/ImportDonohoStahelDimensions.m
/Discriminant Analysis Programme/InputInfo.m
/Discriminant Analysis Programme/Plot/displayCPCModel.m
/Discriminant Analysis Programme/Plot/displayCellList.m
/Discriminant Analysis Programme/Plot/displayCoefCellList.m
/Discriminant Analysis Programme/Plot/displayCoefList.m
/Discriminant Analysis Programme/Plot/displayLikelihoodRatioTest.m
/Discriminant Analysis Programme/Plot/displayLinearModel.m
/Discriminant Analysis Programme/Plot/displayList.m
/Discriminant Analysis Programme/Plot/displayProportionalModel.m
/Discriminant Analysis Programme/Plot/displayQuadraticModel.m
/Discriminant Analysis Programme/Plot/plotClassification.m
/Discriminant Analysis Programme/Plot/plotClassificationBoundaries.m
/Discriminant Analysis Programme/Plot/plotDiscriminationRegions.m
/Discriminant Analysis Programme/Plot/plotMalclassification.m
/Discriminant Analysis Programme/Plot/plotNormalProbability.m
/Discriminant Analysis Programme/S-estimator/SEst.m
/Discriminant Analysis Programme/S-estimator/Tbsb.m
/Discriminant Analysis Programme/S-estimator/Tbsc.m
/Discriminant Analysis Programme/S-estimator/ksiint.m
/Discriminant Analysis Programme/S-estimator/mahalanobis.m
/Discriminant Analysis Programme/S-estimator/psibiweight.m
/Discriminant Analysis Programme/S-estimator/randomset.m
/Discriminant Analysis Programme/S-estimator/randomset1.m
/Discriminant Analysis Programme/S-estimator/ranpn1.m
/Discriminant Analysis Programme/S-estimator/rhobiweight.m
/Discriminant Analysis Programme/S-estimator/sestck.m
/Discriminant Analysis Programme/logoist.jpg
/Discriminant Analysis Programme/readme.txt
/Discriminant Analysis Programme/validateData.m
/license.txt
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