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Smoothing Spline ANOVA Models /

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Nonparametric function estimation with stochastic data, otherwise known as smoothing, has been studied by several generations of statisticians. Assisted by the recent availability of ample desktop and laptop computing power, smoothing methods are now finding their ways into everyday data analysis by...

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Bibliographic Details
Main Author: Gu, Chong
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer New York, 2002.
Series:Springer series in statistics.
Subjects:
Statistics.
Mathematical statistics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Model Construction
  • Regression with Gaussian Type Responses
  • More Splines
  • Regression with Exponential Families
  • Probability Density Estimation
  • Hazard Rate Estimation
  • Asymptotic Convergence.