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  • Search: subject:"covariance matrix estimation"
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Year of publication
Subject
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Covariance matrix estimation 37 Correlation 18 Korrelation 18 Schätztheorie 18 Estimation theory 16 Portfolio-Management 13 Portfolio selection 12 covariance matrix estimation 11 James-Stein estimation 6 mean-variance efficiency 5 multivariate GARCH 5 portfolio selection 5 transaction costs 5 ARCH model 4 ARCH-Modell 4 Naive diversification 4 Shrinkage estimator 4 CAPM 3 Global minimum variance portfolio 3 Large-dimensional asymptotics 3 Random matrix theory 3 Schätzung 3 Theorie 3 Transaction costs 3 Transaktionskosten 3 Varianzanalyse 3 shrinkage 3 shrinkage estimator 3 thresholding 3 "HAC" estimates 2 Analysis of variance 2 Cluster robust standard errors 2 Erwartungsnutzen 2 Estimation 2 Expected utility 2 Factor models 2 Finite sample properties 2 Hansen-Jagannathan distance 2 Heteroskedasticity 2 Linear regression 2
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Online availability
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Free 35 Undetermined 19 CC license 3
Type of publication
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Book / Working Paper 29 Article 28
Type of publication (narrower categories)
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Article in journal 13 Aufsatz in Zeitschrift 13 Working Paper 13 Arbeitspapier 5 Graue Literatur 5 Non-commercial literature 5 Article 3 Thesis 2
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Language
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English 37 Undetermined 20
Author
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Ledoit, Olivier 7 Wolf, Michael 7 Frahm, Gabriel 6 Memmel, Christoph 6 Bodnar, Taras 3 Cribari-Neto, Francisco 3 Parolya, Nestor 3 Dai, Deliang 2 De Nard, Gianluca 2 Dendramis, Yiannis 2 Giraitis, Liudas 2 Kapetanios, George 2 McAleer, Michael 2 Ren, Yu 2 Shimotsu, Katsumi 2 Yoon, Jungmo 2 Abramovich, Yuri I. 1 Andrushchenko, Zhanna 1 Azomahou, Théophile 1 Bai, Yanqin 1 Besson, Olivier 1 Cai, Zongwu 1 Chen, Zhao 1 Cudeck, Robert 1 DeMiguel, Victor 1 Dutta, Sumanjay 1 Fan, Jianqing 1 Galvao, Antonio Fialho <Jr.> 1 Galvão Júnior, Antônio Fialho 1 Gao, Xuerui 1 Garlappi, Lorenzo 1 Golosnoy, Vasyl 1 Gräler, Benedikt 1 Guigues, Vincent 1 Gupta, Arjun K. 1 Haan, Wouter J. den 1 Hannart, Alexis 1 Hartigan, Luke 1 Hüttner, Amelie 1 Jain, Shashi 1
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Institution
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HAL 2 Bureau d'Économie Théorique et Appliquée (BETA), Université de Strasbourg 1 Centre for Microdata Methods and Practice (CEMMAP) 1 Department of Economics and Business, Universitat Pompeu Fabra 1 Department of Economics, Concordia University 1 Department of Economics, University of California-San Diego (UCSD) 1 Deutsche Bundesbank 1 Economics Department, Queen's University 1 Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät 1 London School of Economics (LSE) 1 Seminar für Wirtschafts- und Sozialstatistik, Wirtschafts- und Sozialwissenschaftliche Fakultät 1 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 1
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Published in...
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Working Paper 5 Journal of Multivariate Analysis 3 Working paper series / University of Zurich, Department of Economics 3 AStA Advances in Statistical Analysis 2 Annals of the Institute of Statistical Mathematics 2 Finance research letters 2 Post-Print / HAL 2 Advances in Data Analysis and Classification 1 CeMMAP working papers 1 Computational Optimization and Applications 1 Discussion Paper Series 2 1 Discussion Paper Series 2: Banking and Financial Studies 1 Discussion Papers in Econometrics and Statistics 1 Discussion Papers in Statistics and Econometrics 1 Econometrica : journal of the Econometric Society, an internat. society for the advancement of economic theory in its relation to statistics and mathematics 1 Econometrics 1 Econometrics : open access journal 1 Economics Working Papers / Department of Economics and Business, Universitat Pompeu Fabra 1 European journal of operational research : EJOR 1 IEW - Working Papers 1 Journal of Applied Statistics 1 Journal of Risk and Financial Management 1 Journal of banking & finance 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Journal of econometrics 1 Journal of financial econometrics 1 Journal of risk and financial management : JRFM 1 LSE Research Online Documents on Economics 1 Management Science 1 Operations research 1 Psychometrika 1 Quantitative Economics 1 Quantitative economics : QE ; journal of the Econometric Society 1 Queen's Economics Department Working Paper 1 STICERD - Econometrics Paper Series 1 The quarterly review of economics and finance 1 UNSW Business School working paper 1 University of California at San Diego, Economics Working Paper Series 1 Working Papers / Department of Economics, Concordia University 1 Working Papers / Economics Department, Queen's University 1
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Source
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RePEc 26 ECONIS (ZBW) 18 EconStor 11 BASE 2
Showing 21 - 30 of 57
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Ultrahigh dimensional precision matrix estimation via refitted cross validation
Wang, Luheng; Chen, Zhao; Wang, Christina Dan; Li, Runze - In: Journal of econometrics 215 (2020) 1, pp. 118-130
Persistent link: https://www.econbiz.de/10012439399
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Geostatistical modeling of dependent credit spreads : estimation of large covariance matrices and imputation of missing data
Hüttner, Amelie; Scherer, Matthias; Gräler, Benedikt - In: Journal of banking & finance 118 (2020), pp. 1-13
Persistent link: https://www.econbiz.de/10012521061
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Estimation of the global minimum variance portfolio in high dimensions
Bodnar, Taras; Parolya, Nestor; Schmid, Wolfgang - In: European journal of operational research : EJOR 266 (2018) 1, pp. 371-390
Persistent link: https://www.econbiz.de/10011811777
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The effects of high dimensional covariance matrix estimation on asset pricing and generalized least squares
Kim, Soo-Hyun - 2010
High dimensional covariance matrix estimation is considered in the context of empirical asset pricing. In order to see … the effects of covariance matrix estimation on asset pricing, parameter estimation, model specification test, and …
Persistent link: https://www.econbiz.de/10009476067
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Dominating Estimators for Minimum-Variance Portfolios
Frahm, Gabriel; Memmel, Christoph - HAL - 2010
In this paper, we derive two shrinkage estimators for minimum-variance portfolios that dominate the traditional estimator with respect to the out-of-sample variance of the portfolio return. The presented results hold for any number of assets and number of observations . The small-sample...
Persistent link: https://www.econbiz.de/10010899035
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Dominating Estimators for Minimum-Variance Portfolios
Frahm, Gabriel; Memmel, Christoph - HAL - 2010
In this paper, we derive two shrinkage estimators for minimum-variance portfolios that dominate the traditional estimator with respect to the out-of-sample variance of the portfolio return. The presented results hold for any number of assets and number of observations . The small-sample...
Persistent link: https://www.econbiz.de/10010583454
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Leverage and covariance matrix estimation in finite-sample IV regressions
Steinhauer, Andreas; Wuergler, Tobias - Institut für Volkswirtschaftslehre, … - 2010
This paper develops basic algebraic concepts for instrumental variables (IV) regressions which are used to derive the leverage and influence of observations on the 2SLS estimate and compute alternative heteroskedasticity-consistent (HC1, HC2 and HC3) estimators for the 2SLS covariance matrix in...
Persistent link: https://www.econbiz.de/10008764885
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Dominating estimators for the global minimum variance portfolio
Frahm, Gabriel; Memmel, Christoph - 2009
Two shrinkage estimators for the global minimum variance portfolio that dominate the traditional estimator with respect to the out-of-sample variance of the portfolio return are derived. The presented results hold for any number of observations n = d 2 and number of assets d = 4. The...
Persistent link: https://www.econbiz.de/10010298777
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Dominating estimators for the global minimum variance portfolio
Frahm, Gabriel; Memmel, Christoph - Deutsche Bundesbank - 2009
Two shrinkage estimators for the global minimum variance portfolio that dominate the traditional estimator with respect to the out-of-sample variance of the portfolio return are derived. The presented results hold for any number of observations n = d 2 and number of assets d = 4. The...
Persistent link: https://www.econbiz.de/10005082766
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Power enhancement in high-dimensional cross-sectional tests
Fan, Jianqing; Liao, Yuan; Yao, Jiawei - In: Econometrica : journal of the Econometric Society, an … 83 (2015) 4, pp. 1497-1541
Persistent link: https://www.econbiz.de/10011405086
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