Regularized scalar-on-function regression analysis to assess functional association of critical physical activity window with biological age
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Publication:6665463
DOI10.1214/24-aoas1903MaRDI QIDQ6665463
Peter X.-K. Song, Leyao Zhang, Margaret Banker
Publication date: 17 January 2025
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
functional data analysisscalar-on-function regressionwearable devicefusion regularizationoccupation time curve
Cites Work
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- The Adaptive Lasso and Its Oracle Properties
- Best subset selection via a modern optimization lens
- Inference for functional data with applications
- Occupation time distributions for the telegraph process
- Enhancing sparsity by reweighted \(\ell _{1}\) minimization
- Near-ideal model selection by \(\ell _{1}\) minimization
- Algorithm for cardinality-constrained quadratic optimization
- Sparse regression: scalable algorithms and empirical performance
- Functional data analysis.
- Nonparametric functional data analysis. Theory and practice.
- Clustering in linear-mixed models with a group fused lasso penalty
- Generalized multilevel function‐on‐scalar regression and principal component analysis
- Sparsity and Smoothness Via the Fused Lasso
- Sparse Approximate Solutions to Linear Systems
- Bayes Factors
- Modeling Repeated Functional Observations
- Simultaneous Grouping Pursuit and Feature Selection Over an Undirected Graph
- Functional Data Analysis for Sparse Longitudinal Data
- Methods for Scalar‐on‐Function Regression
- Supervised homogeneity fusion: a combinatorial approach
- Longitudinal penalized functional regression for cognitive outcomes on neuronal tract measurements
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