Smoothing Spline ANOVA Models

• Κύριος συγγραφέας: Gu, Chong (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Έκδοση: 2nd ed. 2013.
• Σειρά: Springer Series in Statistics, 297
• Θέματα: Statistics.; Statistical Theory and Methods.

Nonparametric function estimation with stochastic data, otherwise known as smoothing, has been studied by several generations of statisticians. Assisted by the ample computing power in today's servers, desktops, and laptops, smoothing methods have been finding their ways into everyday data anal...

Πίνακας περιεχομένων:

• Introduction
• Model Construction
• Regression with Gaussian-Type Responses
• More Splines
• Regression and Exponential Families
• Regression with Correlated Responses
• Probability Density Estimation
• Hazard Rate Estimation
• Asymptotic Convergence
• Penalized Pseudo Likelihood.