Componentwise B-spline estimation for varying coefficient models with longitudinal data

DOI10.1007/s00362-011-0369-2zbMath1257.62032OpenAlexW1982064842MaRDI QIDQ1926084

Cheng Longsheng, Tang Qingguo

Publication date: 27 December 2012

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-011-0369-2

zbMATH Keywords

optimal convergence ratedifferent smoothness families

Mathematics Subject Classification ID

Density estimation (62G07) Numerical computation using splines (65D07) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05) Nonparametric estimation (62G05) Monte Carlo methods (65C05)

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Rank-based estimation in varying coefficient partially functional linear regression models ⋮ Robust variable selection in high-dimensional varying coefficient models based on weighted composite quantile regression ⋮ Two step estimations for a single-index varying-coefficient model with longitudinal data ⋮ Statistical inference for heteroscedastic semi-varying coefficient EV models under restricted condition ⋮ Penalized estimation in additive varying coefficient models using grouped regularization ⋮ Robust and efficient estimating equations for longitudinal data partial linear models and its applications ⋮ Variable selection for generalized varying coefficient models with longitudinal data

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