Testing of Multivariate Spline Growth Model

DOI10.1007/978-3-319-69416-0_5zbMath1402.62107OpenAlexW2793618524MaRDI QIDQ4556966

Jyrki Möttönen, Tapio Nummi, Martti T. Tuomisto

Publication date: 28 November 2018

Published in: New Advances in Statistics and Data Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-69416-0_5

zbMATH Keywords

multivariate spline growth model

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Numerical computation using splines (65D07)

Uses Software

• fda (R)
• SemiPar
• gamsel

Cites Work

• Functional linear regression analysis for longitudinal data
• A simple multiway ANOVA for functional data
• Applied functional data analysis. Methods and case studies
• Growth curve models and statistical diagnostics
• A note on a Manova model applied to problems in growth curve
• Nonparametric Mixed Effects Models for Unequally Sampled Noisy Curves
• Testing for Cubic Smoothing Splines under Dependent Data
• Tests and Model Selection for the General Growth Curve Model
• Testing the Goodness of Fit of a Linear Model Via Nonparametric Regression Techniques
• Analysis of growth curve data by using cubic smoothing splines
• Degrees-of-freedom tests for smoothing splines
• Applied Multivariate Analysis
• Hypothesis testing in smoothing spline models
• Testing of Growth Curves with Cubic Smoothing Splines
• A generalized multivariate analysis of variance model useful especially for growth curve problems
• Estimation and inference in partially linear models with smoothing splines
• On the analysis of multivariate growth curves.
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