Multivariate density estimation : theory, practice, and visualization
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| التنسيق: | Livre papier |
| اللغة: | Anglais |
| منشور في: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.
2015.
|
| الطبعة: | Second edition. |
| سلاسل: | Wiley series in probability and statistics
|
| الموضوعات: | |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Multivariate density estimation, theory, practice, and visualization, David W. Scott, ..., Hoboken, New Jersey, John Wiley & Sons, Inc., 2015, Wiley series in probability and statistics, 978-1-118-57557-4 |
جدول المحتويات:
- Representation and geometry of multivariate data
- Nonparametric estimation criteria
- Histograms: theory and practice
- Frequency polygons
- Averages shifted histograms
- Kernel density estimators
- The curse of dimensionality and dimension reduction
- Nonparametric regression and additive models
- Other applications