Revisit to functional data analysis of sleeping energy expenditure

DOI10.1080/02664763.2020.1838457OpenAlexW3095134653MaRDI QIDQ5085674

Junyong Park, Seungchul Baek, Yewon Kim, Jong Soo Lee

Publication date: 27 June 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2020.1838457

zbMATH Keywords

classificationlogistic regressionfunctional data analysisfused lassopath length

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Uses Software

• fda (R)
• CVX
• CVXPY
• CVXR

Cites Work

• Unnamed Item
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• Bayesian Curve Classification Using Wavelets
• Generalized Linear Models with Functional Predictors
• Sparsity and Smoothness Via the Fused Lasso
• Principal component estimation of functional logistic regression: discussion of two different approaches
• Detecting trends in time series of functional data: A study of Antarctic climate change
• Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
• OUP accepted manuscript
• Functional Modelling and Classification of Longitudinal Data*

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