Springer.Maths.&.Stats.Applied.Multivariate.Statistical.Analysis.2003.[Springer]

Springer.Maths.&.Stats.Applied.Multivariate.Statistical.Analysis.2003.[Springer]

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時(shí)間：2019-03-06

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1、AppliedMultivariateStatisticalAnalysisWolfgangH?ardleLeopoldSimarVersion:29thApril2003ContentsIDescriptiveTechniques111ComparisonofBatches131.1Boxplots......................................141.2Histograms....................................221.3KernelDensities.................................

2、.251.4Scatterplots....................................301.5Cherno -FluryFaces...............................341.6Andrews'Curves.................................391.7ParallelCoordinatesPlots............................421.8BostonHousing..................................441.9Exercises.............

3、.........................52IIMultivariateRandomVariables552AShortExcursionintoMatrixAlgebra572.1ElementaryOperations..............................572.2SpectralDecompositions.............................632.3QuadraticForms.................................652.4Derivatives..........................

4、...........682.5PartitionedMatrices...............................682Contents2.6GeometricalAspects...............................712.7Exercises......................................793MovingtoHigherDimensions813.1Covariance.....................................823.2Correlation....................

5、................863.3SummaryStatistics................................923.4LinearModelforTwoVariables.........................953.5SimpleAnalysisofVariance...........................1033.6MultipleLinearModel..............................1083.7BostonHousing..................................1123.8

6、Exercises......................................1154MultivariateDistributions1194.1DistributionandDensityFunction........................1204.2MomentsandCharacteristicFunctions.....................1254.3Transformations..................................1354.4TheMultinormalDistribution.............

7、.............1374.5SamplingDistributionsandLimitTheorems..................1424.6Bootstrap.....................................1484.7Exercises......................................1525TheoryoftheMultinormal1555.1ElementaryPro

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