Springer.Hardle.Et.Al.Applied.Multivariate.Statistical.Analysis.(Springer.2003)

Springer.Hardle.Et.Al.Applied.Multivariate.Statistical.Analysis.(Springer.2003)

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時(shí)間：2019-03-13

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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.................................

3、.441.9Exercises......................................52IIMultivariateRandomVariables552AShortExcursionintoMatrixAlgebra572.1ElementaryOperations..............................572.2SpectralDecompositions.............................632.3QuadraticForms.................................

4、652.4Derivatives.....................................682.5PartitionedMatrices...............................682Contents2.6GeometricalAspects...............................712.7Exercises......................................793MovingtoHigherDimensions813.1Covariance.................

5、....................823.2Correlation....................................863.3SummaryStatistics................................923.4LinearModelforTwoVariables.........................953.5SimpleAnalysisofVariance...........................1033.6MultipleLinearModel...................

6、...........1083.7BostonHousing..................................1123.8Exercises......................................1154MultivariateDistributions1194.1DistributionandDensityFunction........................1204.2MomentsandCharacteristicFunctions.....................1254.3Transforma

7、tions..................................1354.4TheMultinormalDistribution..........................1374.5SamplingDistributionsandLimitTheorems..................1424.6Bootstrap.....................................1484.7Exercises......................................1525TheoryoftheMult

8、inormal1555.1ElementaryPro

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