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  • Search: person:"Fastrich, Björn"
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Year of publication
Subject
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Portfolio selection 7 Portfolio-Management 6 Theorie 4 Theory 4 Mathematical programming 3 Mathematische Optimierung 3 Algorithm 2 Markowitz 2 Missing data problem 2 Robust optimization 2 Stochastic search heuristic 2 Uncertainty sets 2 regularization methods 2 Aktienindex 1 Algorithmus 1 Analysis of variance 1 Analysts' forecasts 1 Analysts’ forecasts 1 Cardinality constraint 1 Estimation theory 1 Forecast 1 Forecasting model 1 Heuristicalgorithms 1 Heuristics 1 Heuristik 1 Hybrid heuristic 1 Hybrid heuristic algorithm 1 Index tracking 1 Lasso 1 Minimum variance portfolio 1 Non-convex penalties 1 Prognose 1 Prognoseverfahren 1 Robust statistics 1 Robustes Verfahren 1 Schätztheorie 1 Statistical regularization 1 Stock index 1 Varianzanalyse 1 cardinality constraint 1
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Online availability
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Free 5 Undetermined 3
Type of publication
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Article 6 Book / Working Paper 6
Type of publication (narrower categories)
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Article in journal 3 Aufsatz in Zeitschrift 3
Language
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English 7 Undetermined 5
Author
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Winker, Peter 11 Fastrich, Björn 8 Paterlini, Sandra 6 Fastrich, Bjoern 3 Fastrich, Bjöern 1
Institution
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Dipartimento di Economia "Marco Biagi", Università degli Studi di Modena e Reggio Emilia 2 COMISEF 1
Published in...
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Computational Management Science : CMS 2 Center for Economic Research (RECent) 1 Computational Economics 1 Computational Management Science 1 Computational economics 1 Department of Economics / Dipartimento di Economia "Marco Biagi", Università degli Studi di Modena e Reggio Emilia 1 Quantitative Finance 1 Working Papers / COMISEF 1
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Source
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ECONIS (ZBW) 6 RePEc 6
Showing 1 - 10 of 12
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Constructing Optimal Sparse Portfolios Using Regularization Methods
Fastrich, Björn - 2014
The ideas of Markowitz indisputably constitute a milestone in portfolio theory, even though the resulting mean-variance portfolios typically exhibit an unsatisfying out-of-sample performance, especially when the number of securities is large and that of observations is not. The bad performance...
Persistent link: https://www.econbiz.de/10013065160
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Updating Views by Learning from the Others : Dynamically Combining Asset Allocation Strategies
Fastrich, Bjoern - 2013
The well-known difficulties in obtaining satisfactory results with Markowitz' intuitive portfolio theory have lead to an innumerable amount of proposed advancements by researchers and practitioners. As different as these approaches are, they typically appear to exhibit a satisfactory...
Persistent link: https://www.econbiz.de/10014154772
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Cardinality versus q-Norm Constraints for Index Tracking
Fastrich, Bjoern; Paterlini, Sandra; Winker, Peter - Dipartimento di Economia "Marco Biagi", Università … - 2011
Index tracking aims at replicating a given benchmark with a smaller number of its constituents. Different quantitative models can be set up to determine the optimal index replicating portfolio. In this paper, we propose an alternative based on imposing a constraint on the q-norm, 0 q 1, of the...
Persistent link: https://www.econbiz.de/10008836544
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Robust Portfolio Optimization with a Hybrid Heuristic Algorithm
Fastrich, Björn; Winker, Peter - COMISEF - 2010
Estimation errors in both the expected returns and the covariance matrix hamper the constructing of reliable portfolios within the Markowitz framework. Robust techniques that incorporate the uncertainty about the unknown parameters are suggested in the literature. We propose a modification as...
Persistent link: https://www.econbiz.de/10008560251
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Cover Image
Cardinality versus q-Norm Constraints for Index Tracking
Fastrich, Bjoern - 2010
Index tracking aims at replicating a given benchmark with a smaller number of its constituents. Different quantitative models can be set up to determine the optimal index replicating portfolio. In this paper, we propose an alternative based on imposing a constraint on the q-norm, 0 q 1, of the...
Persistent link: https://www.econbiz.de/10013138017
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Constructing optimal sparse portfolios using regularization methods
Fastrich, Björn; Paterlini, Sandra; Winker, Peter - In: Computational Management Science : CMS 12 (2015) 3, pp. 417-434
Persistent link: https://www.econbiz.de/10011285983
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Combining Forecasts with Missing Data: Making Use of Portfolio Theory
Fastrich, Björn; Winker, Peter - In: Computational Economics 44 (2014) 2, pp. 127-152
In this work we propose the construction of optimized forecast-portfolios where analysts are thought of as “assets” with specific characteristics that may be combined in portfolios. The analysts’ forecasts were made about the German stock market index DAX on a 6-month horizon as provided...
Persistent link: https://www.econbiz.de/10010989265
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Combining forecasts with missing data : making use of portfolio theory
Fastrich, Björn; Winker, Peter - In: Computational economics 44 (2014) 2, pp. 127-152
Persistent link: https://www.econbiz.de/10010438028
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Cardinality versus <italic>q</italic>-norm constraints for index tracking
Fastrich, Björn; Paterlini, Sandra; Winker, Peter - In: Quantitative Finance 14 (2014) 11, pp. 2019-2032
Index tracking aims at replicating a given benchmark with a smaller number of its constituents. Different quantitative models can be set up to determine the optimal index replicating portfolio. In this paper, we propose an alternative based on imposing a constraint on the <italic>q</italic>-norm (0 <italic>q</italic> 1) of the...
Persistent link: https://www.econbiz.de/10010976201
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Robust portfolio optimization with a hybrid heuristic algorithm
Fastrich, Björn; Winker, Peter - In: Computational Management Science 9 (2012) 1, pp. 63-88
Persistent link: https://www.econbiz.de/10010995462
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