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Data analysisDimensionality reductionData compressionData preparationData compression ratioReductionMatrix decompositionData pre-processingModel order reductionData exchangeData processingAutomatic summarizationData extractionData binningData assimilationDatabase normalizationData fusionDecimationData collectionCanonicalizationDiscretizationData validationQuantizationNumerical analysisEmpirical orthogonal functionsCodingReduction operatorData efficiencyDigital filterDataDecimalisationData miningNormalizationQuantitative researchStatisticsData cleansingExploratory data analysisBinary-coded decimalReduced formEmpirical modellingDataficationAcquisitionOptimizationSummation by partsImage analysisDigital dataData modelData wranglingComputational biologyData journalismData profilingInformation engineeringNondimensionalizationApproximation theoryOrthogonalizationImage subtractionInterpolationSummary statisticsStemmingMedical classificationParsingEpitomeAnalytic reasoningChecksumData scienceOrder of approximationDescriptive statisticsProper orthogonal decompositionEconometricsTuring reductionNonlinear system identificationBox countingDefuzzificationComplex event processingEmpirical evidenceDelta encodingPolynomial interpolationTransfer-matrix methodEigendecompositionFeature engineeringScientometricsChange of variablesProbability distribution fittingScientific modellingOrdinal dataSymbolic regressionData generating processReificationAnalysisNumerical methodGrouped dataRatio scaleInformation scienceMathematicsData augmentationDiscovery scienceDecorrelationTransductionParameterizationOutline of statistics