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  • Search: subject:"High dimensional data"
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Year of publication
Subject
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high-dimensional data 34 Schätztheorie 22 Estimation theory 21 High-dimensional data 20 Time series analysis 20 Zeitreihenanalyse 20 Theorie 19 Theory 17 Prognoseverfahren 16 Forecasting model 15 Regression analysis 14 Regressionsanalyse 14 Estimation 13 Schätzung 13 Factor analysis 10 Faktorenanalyse 10 Correlation 9 Korrelation 9 High dimensional data 8 Lasso 7 shrinkage 7 Big Data 6 Big data 5 Multivariate Analyse 5 Multivariate analysis 5 Sampling 5 Stichprobenerhebung 5 Volatility 5 Volatilität 5 factor models 5 high dimensional data 5 sparsity 5 thresholding 5 B-splines 4 Bootstrap approach 4 Bootstrap-Verfahren 4 Causality analysis 4 Cox regression model 4 Kausalanalyse 4 L2 convergence rate 4
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Online availability
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Free 75 CC license 2
Type of publication
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Book / Working Paper 64 Article 11
Type of publication (narrower categories)
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Working Paper 45 Graue Literatur 37 Non-commercial literature 37 Arbeitspapier 34 Article in journal 9 Aufsatz in Zeitschrift 9 Thesis 4 Article 2 Case study 1 Fallstudie 1 Hochschulschrift 1
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Language
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English 64 Undetermined 11
Author
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Pesaran, M. Hashem 8 Bailey, Natalia 7 Smith, L. Vanessa 6 Giannone, Domenico 5 Honda, Toshio 5 Smeekes, Stephan 4 Alfelt, Gustav 3 Binder, Harald 3 Bodnar, Taras 3 Gao, Jiti 3 Härdle, Wolfgang 3 Härdle, Wolfgang Karl 3 Javed, Farrukh 3 Kock, Anders Bredahl 3 Schumacher, Martin 3 Tyrcha, Joanna 3 Weber, Matthias 3 Bok, Brandyn 2 Brakel, Jan A. van den 2 Caratelli, Daniele 2 Chao, Shih-Kang 2 Chernozhukov, Victor 2 Ditzen, Jan 2 Glombek, Konstantin 2 Hallin, Marc 2 Hannadige, Sium Bodha 2 Hansen, Christian Bailey 2 Horowitz, Joel 2 Huang, Jian 2 Lenza, Michele 2 Liska, Roman 2 Matsuda, Yasumasa 2 Palm, Franz C. 2 Primiceri, Giorgio E. 2 Ravazzolo, Francesco 2 Schiavoni, Caterina 2 Schoop, Mareike 2 Shi, Yanlin 2 Silvapulle, Mervyn J. 2 Silvapulle, Paramsothy 2
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Institution
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School of Economics and Management, University of Aarhus 3 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 2 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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CEMMAP working papers / Centre for Microdata Methods and Practice 3 CREATES Research Papers 3 Working paper 3 Working paper / Department of Econometrics and Business Statistics, Monash University 3 CESifo Working Paper 2 CESifo working papers 2 Data science and service research discussion paper 2 Discussion paper / Statistics Netherlands 2 Discussion papers / Graduate School of Economics, Hitotsubashi University 2 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 2 SFB 649 Discussion Paper 2 SFB 649 discussion paper 2 Staff Report 2 Staff reports / Federal Reserve Bank of New York 2 Working Paper 2 Working Papers ECARES 2 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 Cowles Foundation discussion paper 1 Decision analytics journal 1 Discussion Papers in Econometrics and Statistics 1 Discussion Papers in Statistics and Econometrics 1 Discussion paper / Tinbergen Institute 1 Discussion paper series 1 ECARES working paper 1 Econometric Institute research papers 1 Econometrics papers 1 Economics Working Papers / Department of Economics, European University Institute 1 GSBE research memoranda 1 Group Decision and Negotiation 1 Group decision and negotiation 1 Journal of Risk and Financial Management 1 Journal of econometrics 1 Journal of risk and financial management : JRFM 1 KBI 1
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Source
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ECONIS (ZBW) 47 EconStor 13 RePEc 11 BASE 4
Showing 1 - 10 of 75
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High-Dimensional Forecasting with Known Knowns and Known Unknowns
Pesaran, M. Hashem; Smith, Ron P. - 2024
paper considers ways of using high-dimensional data in forecasting. We consider selecting variables from a known active set …
Persistent link: https://www.econbiz.de/10014534378
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Factor-augmented sparse MIDAS regressions with an application to nowcasting
Beyhum, Jad; Striaukas, Jonas - 2024
Persistent link: https://www.econbiz.de/10015152856
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Detecting sparse cointegration
Gonzalo, Jesús; Pitarakis, Jean-Yves - 2024
Persistent link: https://www.econbiz.de/10015395838
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Local projection inference in high dimensions
Adamek, Robert; Smeekes, Stephan; Wilms, Ines - 2024
Persistent link: https://www.econbiz.de/10015357780
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Deep learning for multivariate volatility forecasting in high-dimensional financial time series
Iwafuchi, Rei; Matsuda, Yasumasa - 2024
Persistent link: https://www.econbiz.de/10014526627
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A modified reweighted fast consistent and high-breakdown estimator for high-dimensional datasets
Baba, Ishaq A.; Midi, Habshah; June, Leong W.; Gafurjan … - In: Decision analytics journal 10 (2024), pp. 1-11
of the contamination. Thus, the new proposed algorithm can be applied to solve the problem of regression outliers in high-dimensional … data (HDD) and serve as a better alternative to the minimum regularized covariance determinant (MRCD) estimator. …
Persistent link: https://www.econbiz.de/10014543490
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An autocovariance-based learning framework for high-dimensional functional time series
Chang, Jinyuan; Chen, Cheng; Qiao, Xinghao; Yao, Qiwei - In: Journal of econometrics 239 (2024) 2, pp. 1-25
Persistent link: https://www.econbiz.de/10015074461
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Cover Image
High-dimensional forecasting with known knowns and known unknowns
Pesaran, M. Hashem; Smith, Ron - 2024
paper considers ways of using high-dimensional data in forecasting. We consider selecting variables from a known active set …
Persistent link: https://www.econbiz.de/10014469011
Saved in:
Cover Image
Forecasting a nonstationary time series using a mixture of stationary and nonstationary factors as predictors
Hannadige, Sium Bodha; Gao, Jiti; Silvapulle, Mervyn J.; … - In: Journal of business & economic statistics : JBES ; a … 42 (2024) 1, pp. 122-134
Persistent link: https://www.econbiz.de/10014449839
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High-dimensional forecasting with known knowns and known unknowns
Pesaran, M. Hashem; Smith, Ron - 2024
Persistent link: https://www.econbiz.de/10014486465
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