Generalized fused Lasso for grouped data in generalized linear models
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Publication:6570356
DOI10.1007/S11222-024-10433-5zbMATH Open1541.62016MaRDI QIDQ6570356
Publication date: 10 July 2024
Published in: Statistics and Computing (Search for Journal in Brave)
grouped datageneralized linear modelscoordinate descent algorithmgeneralized fused Lassomultivariate trend filtering
Computational methods for problems pertaining to statistics (62-08) Ridge regression; shrinkage estimators (Lasso) (62J07) Generalized linear models (logistic models) (62J12)
Cites Work
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- The Adaptive Lasso and Its Oracle Properties
- Estimating the dimension of a model
- Coordinate descent algorithm of generalized fused Lasso logistic regression for multivariate trend filtering
- Convex clustering for binary data
- Adaptive piecewise polynomial estimation via trend filtering
- Pathwise coordinate optimization
- Sparse regression with multi-type regularized feature modeling
- Negative Binomial Regression
- Generalized Linear Models With Examples in R
- Sparsity and Smoothness Via the Fused Lasso
- Coordinate optimization for generalized fused Lasso
- Convex Analysis
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