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Introduction to Nonparametric Regression
ISBN: 978-0-471-77144-9
Adobe E-Book
640 pages
December 2005
US $130.50 Purchase This E-Book

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Other Available Formats: Hardcover
  • Description
  • Table of Contents
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Preface.

Acknowledgments.

1. Exordium.

2. Smoothing for Data with an Equispaced Predictor.

3. Nonparametric Regression for One-Dimensional Predictor.

4. Multidimensional Smoothing.

5. Nonparametric Regression with Predictors Represented as Distributions.

6. Smoothing of Histograms and Nonparametric Probability Density Functions.

7. Pattern Recognition.

Appendix A: Creation and Applications of B-Spline Bases.

Appendix B: R Objects.

Appendix C: Further Readings.

Index.