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  • Search: subject:"PRINCIPAL COMPONENT ANALYSIS"
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Year of publication
Subject
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Principal component analysis 1,083 Hauptkomponentenanalyse 738 principal component analysis 537 Theorie 367 Theory 364 Principal Component Analysis 244 Prognoseverfahren 147 Forecasting model 146 Schätzung 136 Factor analysis 135 Estimation 134 Faktorenanalyse 130 PCA 78 Economic growth 75 Welt 75 World 75 Wirtschaftswachstum 73 China 70 Cluster analysis 69 Zeitreihenanalyse 66 Time series analysis 64 Estimation theory 63 India 63 Korrelation 63 Schätztheorie 63 Correlation 62 Indien 59 Regression analysis 58 EU-Staaten 56 EU countries 55 Multivariate Analyse 55 Multivariate analysis 55 Regressionsanalyse 54 Financial market 52 Portfolio selection 52 Portfolio-Management 52 Finanzmarkt 51 Clusteranalyse 50 Wirtschaftsindikator 49 Economic indicator 48
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Online availability
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Free 883 Undetermined 679 CC license 85
Type of publication
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Article 1,257 Book / Working Paper 605 Other 1
Type of publication (narrower categories)
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Article in journal 775 Aufsatz in Zeitschrift 775 Working Paper 309 Graue Literatur 242 Non-commercial literature 242 Arbeitspapier 231 Article 66 Aufsatz im Buch 44 Book section 44 research-article 33 Thesis 19 Hochschulschrift 14 Conference paper 10 Konferenzbeitrag 10 Research Report 4 Collection of articles of several authors 3 Sammelwerk 3 Amtliche Publikation 1 Amtsdruckschrift 1 Case study 1 Conference Paper 1 Congress Report 1 Fallstudie 1 Government document 1 Konferenzschrift 1 Lehrbuch 1 Mikroform 1 Software 1 case-report 1 conceptual-paper 1 review-article 1
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Language
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English 1,360 Undetermined 430 Spanish 29 German 20 French 7 Italian 7 Portuguese 3 Czech 2 Polish 2 Japanese 1 Romanian 1 Russian 1 Slovak 1
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Author
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Kim, Hyeongwoo 19 Härdle, Wolfgang 18 Shang, Han Lin 14 Vanella, Patrizio 14 Klasen, Stephan 12 Rea, Alethea 11 Rea, William 11 Yang, Libin 11 Yoon, Jisu 11 Andrés, Antonio R. 10 Sabatini, Fabio 10 Hubert, Paul 9 Asongu, Simplice A. 8 McAleer, Michael 8 Brůha, Jan 7 Eickmeier, Sandra 7 Krivobokova, Tatyana 7 Xiu, Dacheng 7 Aït-Sahalia, Yacine 6 Behera, Sarthak 6 Delaporte, Isaure 6 Deschermeier, Philipp 6 Dreger, Christian 6 Graff, Michael 6 Greenacre, Michael 6 Kim, Soohyon 6 Lettau, Martin 6 Luu, Duc Thi 6 Murcia, Andrés 6 Pelger, Markus 6 Siliverstovs, Boriss 6 Abberger, Klaus 5 Andrle, Michal 5 Asongu, Simplice 5 Chang, Yoosoon 5 Creel, Jérôme 5 Fengler, Matthias R. 5 Ghysels, Eric 5 Hagströmer, Björn 5 Hindrayanto, Irma 5
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 26 EconWPA 7 Department of Econometrics and Business Statistics, Monash Business School 5 Department of Economics and Business, Universitat Pompeu Fabra 5 Courant Research Centre PEG 4 Department of Economics and Finance, College of Business and Economics 4 Dipartimento di Economia, Management e Metodi Quantitativi (DEMM), Università degli Studi di Milano 4 HAL 4 African Governance and Development Institute (AGDI) 3 Centre de recherche en Économie (OFCE), Sciences économiques 3 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 3 Henley Business School, University of Reading 3 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 3 National Bureau of Economic Research 3 Tinbergen Instituut 3 Agricultural and Applied Economics Association - AAEA 2 Association of African Young Economists - AAYE 2 Banco de México 2 Banco de la Republica de Colombia 2 C.E.P.R. Discussion Papers 2 East Asian Bureau of Economic Research (EABER) 2 Erasmus University Rotterdam, Econometric Institute 2 Fondazione ENI Enrico Mattei (FEEM) 2 Institut für Volkswirtschaftslehre, Wirtschaftswissenschaftliche Fakutät 2 International Association of Agricultural Economists - IAAE 2 Nationalökonomisk Institut, Institut for Økonomi 2 Národná Banka Slovenska 2 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 2 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 2 Swiss Finance Institute 2 de Nederlandsche Bank 2 Agricultural Economics Society - AES 1 Asian Development Bank 1 Associazione Italiana per la Cultura della Cooperazione e del Non Profit - AICCON 1 BANCO DE LA REPÚBLICA 1 BBVA Research, Grupo BBVA 1 Banca d'Italia 1 Center for Financial Studies 1 Center for Policy Research, Maxwell School 1 Central Bank of Luxembourg 1
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Published in...
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MPRA Paper 26 Asian Agricultural Research 20 International journal of forecasting 15 Psychometrika 15 Working paper series / Department of Economics, Auburn University 15 Working paper 14 Journal of econometrics 13 Finance research letters 12 Journal of Multivariate Analysis 12 Water Resources Management 12 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 11 SFB 649 discussion paper 11 Social Indicators Research 11 Applied economics 10 Cogent economics & finance 10 Economic modelling 9 Computational Statistics & Data Analysis 8 Computational economics 8 Energy economics 8 International journal of economics and financial issues : IJEFI 8 International journal of productivity and quality management : IJPQM 8 Advances in Data Analysis and Classification 7 Applied economics letters 7 Cogent Economics & Finance 7 Decision analytics journal 7 Discussion paper / Tinbergen Institute 7 Energy 7 International journal of production research 7 Socio-economic planning sciences : the international journal of public sector decision-making 7 Cogent business & management 6 Computational Statistics 6 Physica A: Statistical Mechanics and its Applications 6 Renewable Energy 6 Risks : open access journal 6 AGDI Working Paper 5 AGDI working paper 5 Agrekon 5 Amfiteatru Economic Journal 5 Applied Energy 5 Cogent Business & Management 5
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Source
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ECONIS (ZBW) 1,158 RePEc 483 EconStor 150 Other ZBW resources 54 BASE 17 USB Cologne (EcoSocSci) 1
Showing 1,481 - 1,490 of 1,863
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FACTOR UNIQUENESS IN THE S&P 500 UNIVERSE: CAN PROPRIETARY FACTORS EXIST?
FOCARDI, SERGIO M.; FABOZZI, FRANK J. - In: International Journal of Theoretical and Applied … 16 (2013) 04, pp. 1350020-1
models can indeed coexist. We compare three dynamic factor models: a factor model based on principal component analysis, a … principal component analysis-based factor models appearing to behave better than the sector-based factor models. …
Persistent link: https://www.econbiz.de/10010883221
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Financial Conditions Indexes for Asian Economies
Debuque-Gonzales, Debuque-Gonzales , Margarita; … - Economics and Research Department, Asian Development Bank - 2013
Republic of Korea; Malaysia; and Singapore, using a principal component analysis (PCA) methodology from Hatzius et al. (2010 …
Persistent link: https://www.econbiz.de/10010840946
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An integrated fuzzy mathematical model and principal component analysis algorithm for forecasting uncertain trends of electricity consumption
Azadeh, A.; Saberi, M.; Gitiforouz, A. - In: Quality & Quantity: International Journal of Methodology 47 (2013) 4, pp. 2163-2176
, time series and principal component analysis (PCA) in uncertain markets such as Iran. The algorithm is examined by mean …
Persistent link: https://www.econbiz.de/10010843936
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Modeling Differences in the Dimensionality of Multiblock Data by Means of Clusterwise Simultaneous Component Analysis
Roover, Kim De; Ceulemans, Eva; Timmerman, Marieke; … - In: Psychometrika 78 (2013) 4, pp. 648-668
Given multivariate multiblock data (e.g., subjects nested in groups are measured on multiple variables), one may be interested in the nature and number of dimensions that underlie the variables, and in differences in dimensional structure across data blocks. To this end, clusterwise simultaneous...
Persistent link: https://www.econbiz.de/10010848160
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Comprehensive Evaluation of the Objective Quality of Life of Chinese Residents: 2006 to 2009
Li, Zhi; Wang, Peigang - In: Social Indicators Research 113 (2013) 3, pp. 1075-1090
administrative divisions in Mainland China from 2006 to 2009 with principal component analysis (PCA). The objective QOL in China …
Persistent link: https://www.econbiz.de/10010848582
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A Comparison of Various Artificial Intelligence Methods in the Prediction of Bank Failures
Erdal, Halil; Ekinci, Aykut - In: Computational Economics 42 (2013) 2, pp. 199-215
component analysis (PCA). The extent of this study encompasses 37 privately owned commercial banks (17 failed, 20 non … neural network (RBF-NN) and multilayer perceptrons (MLPs); in addition to subjecting the explanatory variables to principal …
Persistent link: https://www.econbiz.de/10010866826
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A new multivariate gage R&R method for correlated characteristics
Peruchi, Rogério Santana; Balestrassi, Pedro Paulo; … - In: International Journal of Production Economics 144 (2013) 1, pp. 301-315
This article explores how measurement systems having correlated characteristics are analyzed through studies of gage repeatability and reproducibility (GR&R). The main contribution of this research is the proposal of a method for multivariate analysis of a measurement system, a method that...
Persistent link: https://www.econbiz.de/10010869062
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Pricing and Hedging with Discontinuous Functions: Quasi-Monte Carlo Methods and Dimension Reduction
Wang, Xiaoqun; Tan, Ken Seng - In: Management Science 59 (2013) 2, pp. 376-389
Quasi-Monte Carlo (QMC) methods are important numerical tools in the pricing and hedging of complex financial instruments. The effectiveness of QMC methods crucially depends on the discontinuity and the dimension of the problem. This paper shows how the two fundamental limitations can be...
Persistent link: https://www.econbiz.de/10010990531
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Nonparametric Approach to Portfolio Diversification: The Case of Australian Equity Market - Un approccio non-parametrico alla diversificazione del portafoglio: il caso del mercato azionario australiano
Trofimov, Ivan D. - In: Economia Internazionale / International Economics 66 (2013) 1, pp. 87-112
– nonparametric cointegration that appears to be the most appropriate for the financial data analysis, and principal component … analysis (PCA) that is suitable for detecting relations among a large number of variables and for clustering co …
Persistent link: https://www.econbiz.de/10010991457
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A coordinate descent MM algorithm for fast computation of sparse logistic PCA
Lee, Seokho; Huang, Jianhua Z. - In: Computational Statistics & Data Analysis 62 (2013) C, pp. 26-38
Sparse logistic principal component analysis was proposed in Lee et al. (2010) for exploratory analysis of binary data …
Persistent link: https://www.econbiz.de/10011056490
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