Estimating curves and derivatives with parametric penalized spline smoothing

DOI10.1007/s11222-011-9278-4zbMath1252.62012OpenAlexW2033036691MaRDI QIDQ693337

Jiguo Cao, Jing Cai, Liang-Liang Wang

Publication date: 7 December 2012

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11222-011-9278-4

zbMATH Keywords

nonlinear regressionparameter cascadinggrowth curves

Mathematics Subject Classification ID

Numerical computation using splines (65D07) Point estimation (62F10)

Related Items (2)

Estimating functions and derivatives via adaptive penalized splines ⋮ Sparse dynamical system identification with simultaneous structural parameters and initial condition estimation

Uses Software

• fda (R)
• bootstrap

Cites Work

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• Nonparametric regression analysis of growth curves
• Multivariate adaptive regression splines
• Polynomial splines and their tensor products in extended linear modeling. (With discussions)
• Functional data analysis.
• A Lifetime Asymptotic Growth Curve for Human Height
• Flexible Parsimonious Smoothing and Additive Modeling
• Linear Mixed-Effects Modeling by Parameter Cascading
• A practical guide to splines.

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