Penalized Generalized Linear Models is a type of generalized linear model that incorporates a penalty term on the model coefficients to prevent overfitting and enable variable selection by shrinking parameter estimates toward zero.
60
Publications
7.2K
Citations
166
Authors
102
Institutions
Publications per year
2017–2026
19
Variants
Penalized Glms
Parents
Publications
60
The solution path of the generalized lasso
The Annals of Statistics · 2011 · 539 citations · Full text
Smoothing and forecasting mortality rates
Iain D. Currie, Maŕıa Durbán, Paul H.C. Eilers · Statistical Modelling · 2004 · 470 citations
Business, Biostatistics, Insurance +17
1–5 of 60
Authors
166
- BW
3
h-index
- JG
3
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- GT
3
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- CQ
2
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- BS
2
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1–5 of 166
Institutions
102
Ludwig-Maximilians-Universität München
Munich, Germany
5 h-index
8 publications
915 citations
University of Wisconsin–Madison
Madison, United States
4 h-index
4 publications
373 citations
University of Göttingen
Göttingen, Germany
3 h-index
4 publications
201 citations
Centre National de la Recherche Scientifique
Paris, France
2 h-index
5 publications
154 citations
KU Leuven
Leuven, Belgium
2 h-index
3 publications
230 citations
University of Minnesota
Minneapolis, United States
2 h-index
4 publications
90 citations
Harvard University
Cambridge, United States
2 h-index
3 publications
52 citations
Universidad Carlos III de Madrid
Madrid, Spain
2 h-index
2 publications
494 citations
1–8 of 102
Venues
- Statistics and Computing
5 publications · 384 citations
5
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- Journal of the Royal Statistical Society Series B (Statistical Methodology)
4 publications · 1.2K citations
4
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- Journal of the American Statistical Association
4 publications · 548 citations
4
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- The Annals of Statistics
3 publications · 989 citations
3
h-index
- Computational Statistics & Data Analysis
CSDA · 3 publications · 201 citations
3
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1–5