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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 21 - 30 of 725
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Enhancing Profitability Prediction : Insights from Machine Learning, Artificial Intelligence, and Principal Component Analysis
Rahman, Jahidur Md; Rana, Tarek; Zhu, Hongtao - 2023
companies in the China A-share market between 2005 and 2020. The PCA approach aids in constructing a comprehensive profitability …
Persistent link: https://www.econbiz.de/10014353569
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Minimum Principal Components Analysis (MPCA)
Youmbi, Didier; Nogue Nogha, Cedric - 2023
In this paper we propose an efficient and easy to implement model to project each of the Principal Components (PCs) -driving a given portfolio or derivative product, or trading strategy's risk factors- on a number of inputted variables (risk factors) equal to the PC's rank, ranking in terms of...
Persistent link: https://www.econbiz.de/10014354238
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Handling Multi-Collinearity Using Principal Component Analysis with the Panel Data Model
Youssef, Ahmed Hassen; Mohamed, Engy Saeed; Latif, … - 2023
When designing a statistical model, applied researchers strive to make the model consistent, unbiased, and efficient. Labor productivity is an important economic indicator that is closely linked to economic growth, competitiveness, and living standards within an economy. This paper proposes the...
Persistent link: https://www.econbiz.de/10014359025
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What charge‐off rates are predictable by macroeconomic latent factors?
Kim, Hyeongwoo; Son, Jisoo - 2023
Persistent link: https://www.econbiz.de/10014380760
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A financial conditions index for Iceland
Einarsson, Eysteinn; Einarsdóttir, Stella; … - 2023
Persistent link: https://www.econbiz.de/10015193638
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Co-movement of Indonesian state-owned enterprise stocks
Atahau, Apriani Dorkas Rambu; Robiyanto, Robiyanto; … - In: Economies : open access journal 11 (2023) 2, pp. 1-24
According to portfolio theory, diversifying investment to several stocks with negative correlations may reduce portfolio risk. In contrast, combining stocks with similar movement (co-movement) has no impact on portfolio risk reduction. This study aims to examine state-owned enterprise stock...
Persistent link: https://www.econbiz.de/10014230634
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Does investor' s sentiment affect industries' return? : a case of selected Indian industries
Rohilla, Amit; Tripathi, Neeta; Bhandari, Varun - In: Business analyst journal : BAJ 44 (2023) 2, pp. 106-127
Persistent link: https://www.econbiz.de/10015187614
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A high-frequency financial conditions index for Norway
Bowe, Frida; Gerdrup, Karsten R.; Maffei-Faccioli, Nicolò - 2023
We have constructed a financial conditions index for Norway (FCIN). The FCIN offers a daily update on Norwegian financial conditions based on data from January 2003 on bank lending rates, bond spreads, the foreign exchange market, the stock market and the housing market. The index is constructed...
Persistent link: https://www.econbiz.de/10013484734
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Redundancy of centrality measures in financial market infrastructures
Martínez-Ventura, Constanza; Mariño-Martínez, Ricardo; … - In: Latin American journal of central banking : LAJCB 4 (2023) 4, pp. 1-16
The concept of centrality is widely used to monitor systems with a network structure because it allows identifying their most influential participants. This monitoring task can be difficult if the number of system participants is considerably large or if the wide variety of centrality measures...
Persistent link: https://www.econbiz.de/10014496878
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Assessing the robustness of composite indicators : the case of the Global Innovation Index
Alqararah, Khatab - In: Journal of innovation and entrepreneurship : JIE 12 (2023), pp. 1-22
This research paper introduces a methodology to assess the robustness of the Global Innovation Index (GII), by comparing the rankings provided in it with those achieved using alternative data-driven methodologies such as data envelopment analysis (DEA) and principal component analysis (PCA)....
Persistent link: https://www.econbiz.de/10014496909
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