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  • Search: subject:"PCA Approach"
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Year of publication
Subject
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Hauptkomponentenanalyse 724 Principal component analysis 724 Theorie 309 Theory 309 principal component analysis 133 Factor analysis 121 Faktorenanalyse 121 Forecasting model 114 Prognoseverfahren 114 Estimation 103 Schätzung 103 Principal Component Analysis 57 Estimation theory 56 Schätztheorie 56 Correlation 55 Korrelation 55 Time series analysis 55 Zeitreihenanalyse 55 Multivariate Analyse 50 Multivariate analysis 50 Portfolio selection 45 Portfolio-Management 45 PCA 43 Economic indicator 41 Wirtschaftsindikator 41 Welt 38 World 38 Regressionsanalyse 37 USA 37 United States 37 Regression analysis 36 Financial market 35 Finanzmarkt 35 Economic growth 33 Wirtschaftswachstum 33 EU countries 32 EU-Staaten 32 Panel 32 Panel study 32 Frühindikator 31
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Online availability
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Free 318 Undetermined 231 CC license 32
Type of publication
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Article 447 Book / Working Paper 278
Type of publication (narrower categories)
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Article in journal 414 Aufsatz in Zeitschrift 414 Graue Literatur 188 Non-commercial literature 188 Arbeitspapier 180 Working Paper 180 Aufsatz im Buch 32 Book section 32 Hochschulschrift 11 Thesis 10 Collection of articles of several authors 3 Conference paper 3 Konferenzbeitrag 3 Sammelwerk 3 Amtsdruckschrift 1 Case study 1 Fallstudie 1 Government document 1 Mikroform 1
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Language
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English 703 German 10 French 5 Spanish 4 Italian 3
Author
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Kim, Hyeongwoo 19 Härdle, Wolfgang 13 Eickmeier, Sandra 7 Shang, Han Lin 7 Xiu, Dacheng 7 Aït-Sahalia, Yacine 6 Behera, Sarthak 6 Brůha, Jan 6 Kim, Soohyon 6 Lettau, Martin 6 Pelger, Markus 6 Rea, Alethea 5 Rea, William 5 Yang, Libin 5 Andrle, Michal 4 Andrés, Antonio R. 4 Azadeh, Mohammad Ali 4 Finter, Philipp 4 Ghysels, Eric 4 Haberman, Steven 4 Kim, Hyun Hak 4 Leger, Lawrence A. 4 Leone, Vitor 4 Li, Degui 4 Ng, Tim 4 Niessen-Ruenzi, Alexandra 4 Ruenzi, Stefan 4 Shi, Wen 4 Solmaz, Serhat 4 Son, Jisoo 4 Tsay, Ruey S. 4 Volosovych, Vadym 4 Asongu, Simplice A. 3 Bai, Jushan 3 Becker, Bettina 3 Borraz, Fernando 3 Breitung, Jörg 3 Chen, Jia 3 Cheung, Yin-Wong 3 Chow, Kenneth K. 3
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Institution
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National Bureau of Economic Research 3 Asian Development Bank 1 European University Institute / Department of Law 1 Nomos Verlagsgesellschaft 1 Osteuropa-Institut 1 Türkiye Cumhuriyet Merkez Bankası 1
Published in...
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Working paper series / Department of Economics, Auburn University 15 International journal of forecasting 13 Journal of econometrics 13 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 11 SFB 649 discussion paper 11 Applied economics 9 Working paper 9 International journal of productivity and quality management : IJPQM 8 Applied economics letters 6 Computational economics 6 Discussion paper / Tinbergen Institute 6 Economic modelling 6 Finance research letters 6 AGDI working paper 5 Cogent economics & finance 5 Decision analytics journal 5 Computers & operations research : and their applications to problems of world concern ; an international journal 4 Economics letters 4 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 4 European journal of operational research : EJOR 4 Insurance / Mathematics & economics 4 International journal of economics and financial issues : IJEFI 4 Journal of risk and financial management : JRFM 4 Operations research 4 Working paper series / Czech National Bank 4 Amfiteatru economic : an economic and business research periodical 3 Bundesbank Series 1 Discussion Paper 3 Discussion paper 3 Discussion paper / Centre for Economic Policy Research 3 Discussion paper / Deutsche Bundesbank 3 Discussion papers / CEPR 3 Diskussionspapiere der Wirtschaftswissenschaftlichen Fakultät / Wirtschaftswissenschaftliche Fakultät, Universität Hannover : Hannover economic papers (HEP) 3 Econometric Institute research papers 3 Economics discussion paper series / Loughborough University, Department of Economics 3 IMF working papers 3 International journal of production economics 3 International journal of production research 3 International journal of theoretical and applied finance 3 International review of financial analysis 3 Journal of banking & finance 3
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Source
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ECONIS (ZBW) 725
Showing 1 - 10 of 725
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New rank-based tests and estimators for common primitive shocks
Carlini, Federico; Rubin, Mirco; Vallarino, Pierluigi - 2025 - This version: February 28, 2025
We propose a new rank-based test for the number of common primitive shocks, q, in large panel data. After estimating a VAR(1) model on r static factors extracted by principal component analysis, we estimate the number of common primitive shocks by testing the rank of the VAR residuals'...
Persistent link: https://www.econbiz.de/10015329825
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Asymmetric roles of macroeconomic variables in the real exchange rate : insights from U.S.-Korea data
Behera, Sarthak; Kim, Hyeongwoo; Kim, Soohyon - 2025
Persistent link: https://www.econbiz.de/10015340148
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Financial conditions and economic activity : the case of Türkiye
Ergül, Özgür; Günay, Mahmut - In: Borsa Istanbul Review 25 (2025) 1, pp. 163-182
This study conducts a comprehensive analysis of the effects of changes in financial conditions on the economy of Türkiye, for which financial conditions indices were constructed. To examine possible changes in the relationship between financial conditions and the real economy due to the unique...
Persistent link: https://www.econbiz.de/10015334522
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Eigenvalue tests for the number of latent factors in short panels
Fortin, Alain-Philippe; Gagliardini, Patrick; Scaillet, … - 2025
Persistent link: https://www.econbiz.de/10015339146
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What do simple short-term models say about the latest economic trends in Russia?
Simola, Heli - 2025
We consider the applicability of simple statistical models to Russia's short-term economic trends in a wartime context. We develop several composite indicators combining economic variables to predict Russian GDP trends both before and after the invasion if Ukraine in 2022. In addition, our SVAR...
Persistent link: https://www.econbiz.de/10015401980
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New indicators for measuring financial conditions in a financially dollarized economy
Pérez Forero, Fernando - 2024
Persistent link: https://www.econbiz.de/10015165291
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On the different impact of local and national sources of policy uncertainty on sectoral stock volatility
Sabani, Nazmie; Bales, Stephan; Burghof, Hans-Peter - In: Research in international business and finance 72 (2024) 2, pp. 1-16
Persistent link: https://www.econbiz.de/10015065744
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Does investor sentiment affect the Indian stock market? : evidence from Nifty 500 and other selected sectoral indices
Kamath, Aditi N.; Shenoy, Sandeep S.; Abhilash, Abhilash; … - In: Cogent economics & finance 12 (2024) 1, pp. 1-12
Investor sentiment is the result of irrational speculations about the future asset values driven by the market participants. Though scholarly works on investor sentiment are evolving in both developed and emerging markets, the literature in the Indian context is relatively modest. To fill this...
Persistent link: https://www.econbiz.de/10015394357
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Optimizing data aggregation and clustering in Internet of things networks using principal component analysis and Q-learning
Bajpai, Abhishek; Verma, Harshita; Yadav, Anita - In: Data science and management : DSM 7 (2024) 3, pp. 189-196
The Internet of things (IoT) is a wireless network designed to perform specific tasks and plays a crucial role in various fields such as environmental monitoring, surveillance, and healthcare. To address the limitations imposed by inadequate resources, energy, and network scalability, this type...
Persistent link: https://www.econbiz.de/10015078068
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On the forecastability of agricultural output
Kyriazi, Foteini; Xylangouras, Efthymios; Papadogonas, … - In: Review of Economic Analysis : REA 16 (2024) 4, pp. 443-467
The disruption of supply chain due to Covid-19 and the war in Ukraine, render the prediction of agricultural output a determinant factor of economic life. We consider the predictability of agricultural output based on a set of explanatory variables, that include agricultural input, prices and...
Persistent link: https://www.econbiz.de/10015386812
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