Multivariate density estimation : theory, practice, and visualization /

Guardado en:
Autor Principal: Scott, David W., 1950-
Formato: Libro
Idioma:English
Publicado: New York : Wiley, c1992.
Series:Wiley series in probability and mathematical statistics
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Acceso en línea:Publisher description
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Tabla de Contenidos:
  • 1. Representation and geometry of multivariate data
  • 2. Nonparametric estimation criteria
  • 3. Histograms: theory and practice
  • 4. Frequency polygons
  • 5. Averaged shifted histograms
  • 6. Kernel density estimators
  • 7. The curse of dimensionality and dimension reduction
  • 8. Nonparametric regression and additive models
  • 9. Other applications.