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Introduction to Nonparametric Regression (0471745839) cover image
Introduction to Nonparametric Regression
ISBN: 978-0-471-74583-9
Hardcover
568 pages
November 2005
US $165.00 Add to Cart

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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.

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