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  • Search: subject:"High Dimensional Data"
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Year of publication
Subject
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High-dimensional data 73 high-dimensional data 51 Schätztheorie 49 Estimation theory 48 Theorie 39 Theory 37 Regression analysis 34 Regressionsanalyse 34 Time series analysis 34 Zeitreihenanalyse 34 Estimation 32 Schätzung 32 Prognoseverfahren 26 Forecasting model 25 Factor analysis 21 High dimensional data 21 Faktorenanalyse 20 Correlation 17 Korrelation 17 Lasso 12 Statistical test 11 Statistischer Test 11 Volatility 11 Volatilität 11 Multivariate Analyse 10 Multivariate analysis 10 Causality analysis 9 Kausalanalyse 9 high dimensional data 9 Analysis of variance 8 Capital income 8 Kapitaleinkommen 8 Portfolio selection 8 Portfolio-Management 8 Varianzanalyse 8 shrinkage 8 Artificial intelligence 7 Big Data 7 Bootstrap approach 7 Bootstrap-Verfahren 7
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Online availability
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Undetermined 95 Free 75 CC license 2
Type of publication
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Article 110 Book / Working Paper 69
Type of publication (narrower categories)
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Article in journal 62 Aufsatz in Zeitschrift 62 Working Paper 47 Graue Literatur 39 Non-commercial literature 39 Arbeitspapier 36 Thesis 4 Aufsatz im Buch 3 Book section 3 Article 2 Case study 1 Fallstudie 1 Hochschulschrift 1
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Language
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English 126 Undetermined 53
Author
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Giannone, Domenico 10 Bailey, Natalia 8 Lan, Wei 8 Pesaran, M. Hashem 8 Smith, L. Vanessa 7 Kock, Anders Bredahl 6 Smeekes, Stephan 6 Honda, Toshio 5 Tsai, Chih-Ling 5 Wang, Hansheng 5 Binder, Harald 4 Schumacher, Martin 4 Alfelt, Gustav 3 Bodnar, Taras 3 Bouveyron, Charles 3 Chernozhukov, Victor 3 Conflitti, Cristina 3 De Mol, Christine 3 Freyaldenhoven, Simon 3 Gao, Jiti 3 Glombek, Konstantin 3 Hansen, Christian Bailey 3 Härdle, Wolfgang 3 Härdle, Wolfgang Karl 3 Javed, Farrukh 3 Katayama, Shota 3 Modugno, Michele 3 Reichlin, Lucrezia 3 Tyrcha, Joanna 3 Wang, Cheng 3 Weber, Matthias 3 Xiu, Dacheng 3 Yuan, Ming 3 Zhang, Yichong 3 Aït-Sahalia, Yacine 2 Bańbura, Marta 2 Belloni, Alexandre 2 Bok, Brandyn 2 Brakel, Jan A. van den 2 Caner, Mehmet 2
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Institution
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School of Economics and Management, University of Aarhus 3 C.E.P.R. Discussion Papers 2 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 2 Berkeley Electronic Press 1 CESifo 1 Department of Economics, European University Institute 1 Faculty of Economics, University of Cambridge 1 National Bureau of Economic Research 1 Seminar für Wirtschafts- und Sozialstatistik, Wirtschafts- und Sozialwissenschaftliche Fakultät 1 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 1 Tinbergen Instituut 1
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Published in...
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Journal of econometrics 17 Computational Statistics & Data Analysis 10 Journal of Multivariate Analysis 10 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 9 International journal of forecasting 4 CEMMAP working papers / Centre for Microdata Methods and Practice 3 CREATES Research Papers 3 Statistics & Probability Letters 3 Working paper 3 Working paper / Department of Econometrics and Business Statistics, Monash University 3 CEPR Discussion Papers 2 CESifo Working Paper 2 CESifo working papers 2 Computational Statistics 2 Data science and service research discussion paper 2 Discussion paper / Statistics Netherlands 2 Discussion papers / Graduate School of Economics, Hitotsubashi University 2 International journal of production research 2 Journal of information & knowledge management : JIKM 2 Psychometrika 2 SFB 649 Discussion Paper 2 SFB 649 discussion paper 2 Staff Report 2 Staff reports / Federal Reserve Bank of New York 2 Statistical Papers / Springer 2 The Japanese economic review : the journal of the Japanese Economic Association 2 Working Paper 2 Working Papers ECARES 2 Working papers / Federal Reserve Bank of Philadelphia, Research Department 2 Advances in Data Analysis and Classification 1 Annals of the Institute of Statistical Mathematics 1 Bozen economics & management paper series : BEMPS 1 CAMP working paper series 1 CEA_372Bayes working paper series 1 CEA_372Cass working paper series 1 CESifo Working Paper Series 1 Cambridge Working Papers in Economics 1 Cambridge working papers in economics 1 Computational Economics 1 Cowles Foundation discussion paper 1
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Source
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ECONIS (ZBW) 106 RePEc 53 EconStor 13 BASE 4 Other ZBW resources 3
Showing 71 - 80 of 179
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Testing alphas in conditional time-varying factor models with high-dimensional assets
Ma, Shujie; Lan, Wei; Su, Liangjun; Tsai, Chih-Ling - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 1, pp. 214-227
Persistent link: https://www.econbiz.de/10012179549
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Outlier detection in high dimensional data
Kamalov, Firuz; Leung, Ho Hon - In: Journal of information & knowledge management : JIKM 19 (2020) 1, pp. 2040013-1-2040013-16
Persistent link: https://www.econbiz.de/10012292621
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An alternative statistical framework for credit default prediction
Uddin, Mohammad S.; Chi, Guotai; Habib, Tabassum; Zhou, Ying - In: The journal of risk model validation 14 (2020) 2, pp. 65-101
Persistent link: https://www.econbiz.de/10014335963
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Factorisable sparse tail event curves
Chao, Shih-Kang; Härdle, Wolfgang Karl; Yuan, Ming - 2015
quantiles and global comovement analysis on conditional ranges for high-dimensional data. The proposed method, hereafter …
Persistent link: https://www.econbiz.de/10011380701
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A multiple testing approach to the regularisation of large sample correlation matrices
Bailey, Natalia; Pesaran, M. Hashem; Smith, L. Vanessa - 2015
This paper proposes a regularisation method for the estimation of large covariance matrices that uses insights from the multiple testing (MT) literature. The approach tests the statistical significance of individual pair-wise correlations and sets to zero those elements that are not...
Persistent link: https://www.econbiz.de/10011460771
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Cover Image
Factorisable sparse tail event curves
Chao, Shih-Kang; Härdle, Wolfgang; Yuan, Ming - 2015
quantiles and global comovement analysis on conditional ranges for high-dimensional data. The proposed method, hereafter …
Persistent link: https://www.econbiz.de/10011296776
Saved in:
Cover Image
A multiple testing approach to the regularisation of large sample correlation matrices
Bailey, Natalia; Pesaran, M. Hashem; Smith, L. Vanessa - 2015
This paper proposes a regularisation method for the estimation of large covariance matrices that uses insights from the multiple testing (MT) literature. The approach tests the statistical significance of individual pair-wise correlations and sets to zero those elements that are not...
Persistent link: https://www.econbiz.de/10011405221
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A novel self-organizing constructive neural network for estimating aircraft trip fuel consumption
Khan, Waqar Ahmed; Chung, Sai Ho; Ma, Hoi-Lam; Liu, Shi … - In: Transportation research / E : an international journal 132 (2019), pp. 72-96
Persistent link: https://www.econbiz.de/10012133370
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A factor-adjusted multiple testing procedure with application to mutual fund selection
Lan, Wei; Du, Lilun - In: Journal of business & economic statistics : JBES ; a … 37 (2019) 1, pp. 147-157
Persistent link: https://www.econbiz.de/10012176556
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VANISH regularization for generalized linear models
Rutz, Oliver J.; Sonnier, Garrett P. - In: Quantitative marketing and economics : QME 17 (2019) 4, pp. 415-437
Persistent link: https://www.econbiz.de/10012153048
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