質(zhì)能均衡：化工計算（1982年第四版）

定　價：￥59.00

作　者：	希梅爾布勞（Himmelblau，David M.）著；田福助譯著
出版社：	世界圖書出版公司北京分公司重印
叢編項：	Springer Series in Statistics
標　簽：	統(tǒng)計學

ISBN：	9787506214728	出版時間：	1993-01-01	包裝：
開本：	21cm	頁數(shù)：	598頁	字數(shù)：

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圖書目錄

Preface
1.Introduction
1.1SmoothingMethods:aNonparametric/Parametric
Compromise
1.2UsesofSmoothingMethods
1.3OutlineoftheChapters
Backgroundmaterial
Computationalissues
Exercises
2.SimpleUnivariateDensityEstimation
2.1TheHistogram
2.2TheFrequencyPolygon
2.3VaryingtheBinWidth
2.4TheEffectivenessofSimpleDensityEstimators
Backgroundmaterial
Computationalissues
Exercises
3.SmootherUnivariateDensityEstimation
3.1KernelDensityEstimation
3.2ProblemswithKernelDensityEstimation
3.3AdjustmentsandImprovementstoKernelDensityEstimation
3.4LocalLikelihoodEstimation
3.5RoughnessPenaltyandSpline-BasedMethods
3.6ComparisonofUnivariateDensityEstimators
Backgroundmaterial
Computationalissues
Exercises
4.MultivariateDensityEstimation
4.1SimpleDensityEstimationMethods
4.2KernelDensityEstimation
4.3OtherEstimators
4.4DimensionReductionandProjectionPursuit
4.5TheStateofMultivariateDensityEstimation
Backgroundmaterial
Computationalissues
Exercises
5.NonparametricRegression
5.1ScatterPlotSmoothingandKernelRegression
5.2LocalPolynomialRegression
5.3BandwidthSelection
5.4LocallyVaryingtheBandwidth
5.5OutliersandAutocorrelation
5.6SplineSmoothing
5.7MultiplePredictorsandAdditiveModels
5.8ComparingNonparametricRegressionMethods
Backgroundmaterial
Computationalissues
Exercises
6.SmoothingOrderedCategoricalData
6.1SmoothingandOrderedCategoricalData
6.2SmoothingSparseMultinomiats
6.3SmoothingSparseContingencyTables
6.4CategoricalData,Regression,andDensityEstimation
Backgroundmaterial
Computationalissues
Exercises
7.FurtherApplicationsofSmoothing
7.1DiscriminantAnalysis
7.2Goodness-of-FitTests
7.3Smoothing-BasedParametricEstimation
7.4TheSmoothedBootstrap
Backgroundmaterial
Computationalissues
Exercises
Appendices
A.DescriptionsoftheDataSets
B.MoreonComputationalIssues
References
AuthorIndex
SubjectIndex