Unified statistical inference for a nonlinear dynamic functional/longitudinal data model

DOI10.1016/j.jspi.2021.12.009OpenAlexW4200321541MaRDI QIDQ2123262

Lixia Hu, Shu Liu, Jin-hong You

Publication date: 8 April 2022

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.01784

zbMATH Keywords

local linear estimatorslongitudinal datasemi-varying coefficient additive modelssparse and denseunified inference

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• fda (R)
• FRegSigComp

Cites Work

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• Monotone Nonparametric Regression for Functional/Longitudinal Data
• Varying-coefficient additive models for functional data
• Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data
• Unified inference for sparse and dense longitudinal models

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