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  • Search: subject:"regularizedregression"
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Year of publication
Subject
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Estimation theory 1 Network 1 Network regression 1 Netzwerk 1 Regression analysis 1 Regressionsanalyse 1 Schätztheorie 1 Simulation 1 connection sign estimation 1 network penalty 1 regularizedregression 1
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Online availability
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Free 1
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Book / Working Paper 1
Type of publication (narrower categories)
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Arbeitspapier 1 Graue Literatur 1 Non-commercial literature 1 Working Paper 1
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English 1
Author
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Binder, Harald 1 Schumacher, Martin 1 Striaukas, Jonas 1 Weber, Matthias 1
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University of St.Gallen, School of Finance Research Paper 1 Working papers on finance 1
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ECONIS (ZBW) 1
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Network-constrained covariate coefficient and connection sign estimation
Weber, Matthias; Striaukas, Jonas; Schumacher, Martin; … - 2020
Often, variables are linked to each other via a network. When such a network structure is known, this knowledge can be incorporated into regularized regression settings via a network penalty term. However, when the type of interaction via the network is unknown (that is, whether connections are...
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