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Multivariate Density Estimation, Theory, Practice, and Visualbation
Technometrics · 1993 · Vol. 35(4) · pp. 451–452
Philip H. Ramsay✉(City University of New York)
Abstract
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.
Neural Networks and ApplicationsMultivariate kernel density estimationMultivariate statisticsMathematicsNonparametric regressionEstimatorNonparametric statisticsDensity estimationCurse of dimensionalityDimensionality reductionKernel density estimation
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