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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 101 - 110 of 725
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An empirical investigation of socio-economic impacts of agglomeration economies in major cities of Punjab, Pakistan
Ghafoor, Naghmana; Fayyaz, Sana; Nisa, Mehrun; Akbar, … - In: Cogent economics & finance 9 (2021) 1, pp. 1-23
Agglomeration economies are the external benefits earned from clustering of industries and people in cities. The study assumes unbridled clustering of population in emerging urban agglomerations turning economies into diseconomies. This study empirically investigates the heterogeneous...
Persistent link: https://www.econbiz.de/10013184416
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Aggregate skewness and the business cycle
Iseringhausen, Martin; Petrella, Ivan; Theodoridis, … - 2021
We develop a data-rich measure of expected macroeconomic skewness in the US economy. Expected macroeconomic skewness is strongly procyclical, mainly reflects the cyclicality in the skewness of real variables, is highly correlated with the cross-sectional skewness of firm-level employment growth,...
Persistent link: https://www.econbiz.de/10013175827
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Iterated and exponentially weighted moving principal component analysis
Bilokon, Paul; Finkelstein, David - 2021
The principal component analysis (PCA) is a staple statistical and unsupervised machine learning technique in finance. The application of PCA in a financial setting is associated with several difficulties, such as numerical instability and nonstationarity. We attempt to resolve them by proposing...
Persistent link: https://www.econbiz.de/10013213986
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Ecologically unequal exchange and uneven development patterns along global value chains
Althouse, Jeff; Smichowski, Bruno Carballa; … - 2021
The ecologically unequal exchange (EUE) literature has provided ample empirical evidence for asymmetric transfer of material and energy resources from low-income to high-income countries. However, research has not been able to clearly specify the causal mechanisms driving these processes. This...
Persistent link: https://www.econbiz.de/10013189527
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Price, sales, and the business cycle : microeconomic evidence
Borraz, Fernando; Livan, Giacomo; Rodríguez-Martínez, … - In: Latin American journal of central banking : LAJCB 3 (2022) 1, pp. 1-15
This paper uses a rich weekly price database from the largest supermarket in Uruguay to analyze the relationship among prices, micro-level sales, and business cycle conditions. On average, 7% of products were on sale each month, and we show a positive and statistically significant but small...
Persistent link: https://www.econbiz.de/10013198119
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Applying Instrumented Principal Component Analysis toDelta-Vega-Neutral Portfolios
Zhang, Yuanyi - 2021
I use Instrumented Principal Component Analysis (IPCA) on delta-vega-neutral portfolios which remove exposures to stock prices and volatility to find that the first 2 IPCA factors can explain cross-section returns better than observable factors. The first factor can be explained by the...
Persistent link: https://www.econbiz.de/10014086977
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A deep learning approach to digitalization and economic growth
Georgescu, Irina; Androniceanu, Ane-Mari; … - In: Digital Economy and the Green Revolution : 16th …, (pp. 79-92). 2023
Persistent link: https://www.econbiz.de/10013533276
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Measuring financial soundness around the world : a machine learning approach
Bitetto, Alessandro; Cerchiello, Paola; Mertzanis, Charilaos - In: International review of financial analysis 85 (2023), pp. 1-14
Persistent link: https://www.econbiz.de/10014235020
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Predicting customer churn using grey wolf optimization-based support vector machine with principal component analysis
Kurtcan, Betul Durkaya; Ozcan, Tuncay - In: Journal of forecasting 42 (2023) 6, pp. 1329-1340
Persistent link: https://www.econbiz.de/10014338889
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Extent and determinants of bank risk-taking : evidence from Tunisia
Gaied-Chortane, Sana; El Khaldi, Abderrazek; Omran, Mohamed - In: International journal of corporate governance : IJCG 13 (2023) 4, pp. 361-382
Persistent link: https://www.econbiz.de/10014339911
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