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  • Search: subject:"high-dimensional data"
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Year of publication
Subject
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High-dimensional data 77 high-dimensional data 55 Schätztheorie 53 Estimation theory 52 Theorie 41 Regression analysis 40 Regressionsanalyse 40 Theory 39 Time series analysis 34 Zeitreihenanalyse 34 Estimation 32 Schätzung 32 Prognoseverfahren 29 Forecasting model 28 Factor analysis 22 High dimensional data 22 Faktorenanalyse 21 Correlation 17 Korrelation 17 Lasso 16 Multivariate Analyse 13 Multivariate analysis 13 Statistical test 12 Statistischer Test 12 Causality analysis 11 Kausalanalyse 11 Volatility 11 Volatilität 11 high dimensional data 9 Analysis of variance 8 Artificial intelligence 8 Big Data 8 Capital income 8 Kapitaleinkommen 8 Künstliche Intelligenz 8 Portfolio selection 8 Portfolio-Management 8 Varianzanalyse 8 shrinkage 8 Bootstrap approach 7
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Online availability
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Undetermined 100 Free 79 CC license 2
Type of publication
All
Article 116 Book / Working Paper 72
Type of publication (narrower categories)
All
Article in journal 68 Aufsatz in Zeitschrift 68 Working Paper 48 Graue Literatur 42 Non-commercial literature 42 Arbeitspapier 37 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 135 Undetermined 53
Author
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Giannone, Domenico 10 Pesaran, M. Hashem 10 Bailey, Natalia 8 Lan, Wei 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 Smith, Ron 4 Zhang, Yichong 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 Jiang, Liang 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 Aït-Sahalia, Yacine 2 Bańbura, Marta 2 Belloni, Alexandre 2 Bok, Brandyn 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...
All
Journal of econometrics 17 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 11 Computational Statistics & Data Analysis 10 Journal of Multivariate Analysis 10 International journal of forecasting 5 CEMMAP working papers / Centre for Microdata Methods and Practice 3 CREATES Research Papers 3 Cambridge working papers in economics 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 Economics letters 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 The econometrics journal 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
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Source
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ECONIS (ZBW) 115 RePEc 53 EconStor 13 BASE 4 Other ZBW resources 3
Showing 1 - 10 of 188
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rdlasso : regression discontinuity with high-dimensional data
Nitti, Marianna; Ventura, Marco - 2025
Persistent link: https://www.econbiz.de/10015481252
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Bayesian inference of vector autoregressions with tensor decompositions
Luo, Yiyong; Griffin, Jim E. - In: Journal of business & economic statistics : JBES ; a … 43 (2025) 4, pp. 941-955
Persistent link: https://www.econbiz.de/10015534495
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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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Local projection inference in high dimensions
Adamek, Robert; Smeekes, Stephan; Wilms, Ines - In: The econometrics journal 27 (2024) 3, pp. 323-342
Persistent link: https://www.econbiz.de/10015357780
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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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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
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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A modified reweighted fast consistent and high-breakdown estimator for high-dimensional datasets
Baba, Ishaq A.; Midi, Habshah; June, Leong W.; Gafurjan … - 2024
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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High-dimensional forecasting with known knowns and known unknowns
Pesaran, M. Hashem; Smith, Ron - 2024 - Revised 21 March 2024
Persistent link: https://www.econbiz.de/10015466315
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