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Springer.Applied.Multivariate.Statistical.Analysis.(2003).Springer

Springer.Applied.Multivariate.Statistical.Analysis.(2003).Springer

ID：34496086

大小：5.15 MB

页数：488页

时间：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............................421.8BostonHo

3、using..................................441.9Exercises......................................52IIMultivariateRandomVariables552AShortExcursionintoMatrixAlgebra572.1ElementaryOperations..............................572.2SpectralDecompositions........................

4、.....632.3QuadraticForms.................................652.4Derivatives.....................................682.5PartitionedMatrices...............................682Contents2.6GeometricalAspects...............................712.7Exercises.....................

5、.................793MovingtoHigherDimensions813.1Covariance.....................................823.2Correlation....................................863.3SummaryStatistics................................923.4LinearModelforTwoVariables.........................953.5

6、SimpleAnalysisofVariance...........................1033.6MultipleLinearModel..............................1083.7BostonHousing..................................1123.8Exercises......................................1154MultivariateDistributions1194.1DistributionandD

7、ensityFunction........................1204.2MomentsandCharacteristicFunctions.....................1254.3Transformations..................................1354.4TheMultinormalDistribution..........................1374.5SamplingDistributionsandLimitTheorems.........

8、.........1424.6Bootstrap.....................................1484.7Exercises......................................1525TheoryoftheMultinormal1555.1ElementaryPro

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