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Multivariate Density Estimation, Theory, Practice, and Visualbation
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1993
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Multivariate Density EstimationDensity EstimationNonparametric Estimation CriteriaDimension ReductionBiostatisticsStatistical InferenceKernel Density EstimatorsMultivariate ApproximationPublic HealthKernel MethodMultivariate AnalysisStatisticsSpatial StatisticsSemi-nonparametric Estimation
Representation and Geometry of Multivariate Data. Nonparametric Estimation Criteria. Histograms: Theory and Practice. Frequency Polygons. Averaged Shifted Histograms. Kernel Density Estimators. The Curse of Dimensionality and Dimension Reduction. Nonparametric Regression and Additive Models. Special Topics. Appendices. Indexes.