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  • Search: subject:"PRINCIPAL COMPONENTS"
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Year of publication
Subject
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principal components 307 Principal components 216 Theorie 133 principal components analysis 118 Theory 117 Faktorenanalyse 116 Factor analysis 111 Prognoseverfahren 106 Forecasting model 89 Schätztheorie 68 Zeitreihenanalyse 68 Estimation theory 67 Schätzung 67 Principal components analysis 66 Principal Components 61 Time series analysis 60 Principal Components Analysis 58 Estimation 55 Factor models 52 Regression analysis 47 Regressionsanalyse 47 Hauptkomponentenanalyse 41 Forecasting 40 forecasting 37 Principal component analysis 36 Welt 31 Economic growth 28 Korrelation 28 Correlation 27 Zinsstruktur 27 Wirtschaftswachstum 26 World 26 Panel 25 EU-Staaten 24 CAPM 23 Panel study 23 Capital income 22 Kapitaleinkommen 22 Portfolio selection 22 Portfolio-Management 22
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Online availability
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Free 527 Undetermined 326 CC license 15
Type of publication
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Article 507 Book / Working Paper 473 Other 5
Type of publication (narrower categories)
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Article in journal 236 Aufsatz in Zeitschrift 236 Working Paper 164 Graue Literatur 88 Non-commercial literature 88 Arbeitspapier 85 Article 17 research-article 13 Aufsatz im Buch 3 Book section 3 Thesis 3 Conference paper 2 Konferenzbeitrag 2 Congress Report 1 Hochschulschrift 1 Preprint 1 conceptual-paper 1 review-article 1
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Language
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English 560 Undetermined 392 Spanish 22 German 2 French 2 Portuguese 2 Russian 2 Italian 1 Romanian 1 Serbian 1
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Author
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Kapetanios, George 25 Reichlin, Lucrezia 19 Bai, Jushan 14 Ng, Serena 12 Pesaran, M. Hashem 12 Forni, Mario 11 Hallin, Marc 11 Lippi, Marco 11 Giannone, Domenico 10 Marcellino, Massimiliano 10 Mishra, SK 10 Poncela, Pilar 10 Ruiz, Esther 10 Schumacher, Christian 10 Podstawski, Maximilian 9 Yamagata, Takashi 9 Herwartz, Helmut 8 Härdle, Wolfgang 8 Koopman, Siem Jan 8 Zoega, Gylfi 8 Becker, Bettina 7 Ghate, Chetan 7 Hall, Stephen G. 7 Hlouskova, Jaroslava 7 Härdle, Wolfgang Karl 7 Kiers, Henk 7 Liao, Yuan 7 Onatski, Alexei 7 Osipenko, Maria 7 Volosovych, Vadym 7 Wagner, Martin 7 Wright, Stephen 7 Bouaddi, Mohammed 6 De Mol, Christine 6 Doz, Catherine 6 Dreger, Christian 6 Eickmeier, Sandra 6 Fan, Jianqing 6 Kunert, Joachim 6 Poghosyan, Karen 6
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Institution
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Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 34 C.E.P.R. Discussion Papers 13 International Monetary Fund (IMF) 12 School of Economics and Finance, Queen Mary 8 School of Economics and Management, University of Aarhus 7 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 7 Deutsche Bundesbank 5 EconWPA 5 Econometric Society 5 School of Business and Economics, Loughborough University 5 World Institute for Development Economic Research (UNU/WIDER), United Nations University 5 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 4 Departamento de Estadistica, Universidad Carlos III de Madrid 4 Department of Econometrics and Business Statistics, Monash Business School 4 Erasmus University Rotterdam, Econometric Institute 4 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 4 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 4 HAL 4 Tinbergen Instituut 4 Banco de México 3 CESifo 3 Department of Economics, Boston College 3 Department of Economics, Oxford University 3 Facultad de Ciencias Económicas y Empresariales, Universidad Complutense de Madrid 3 Faculty of Economics, University of Cambridge 3 Hugo Steinhaus Center for Stochastic Methods, Politechnika Wrocławska 3 Institute of Economic Research, Hitotsubashi University 3 Society for Computational Economics - SCE 3 Tinbergen Institute 3 BANCO DE LA REPÚBLICA 2 Banca d'Italia 2 Banco de la Republica de Colombia 2 Birkbeck, Department of Economics, Mathematics & Statistics 2 CASE-Center for Social and Economic Research 2 Centro di Economia del Lavoro e di Politica Economica (CELPE), Università degli Studi di Salerno 2 Crawford School of Public Policy, Australian National University 2 Department of Agricultural and Applied Economics, University of Georgia 2 Department of Economics, European University Institute 2 Department of Economics, Faculty of Business and Economics 2 Department of Economics, Faculty of Economic and Management Sciences 2
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Published in...
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MPRA Paper 34 Psychometrika 22 Journal of econometrics 21 CEPR Discussion Papers 13 IMF Working Papers 12 International journal of forecasting 11 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 11 Computational Statistics 8 Journal of Multivariate Analysis 8 SFB 649 Discussion Paper 8 Working Paper 8 Working Papers / School of Economics and Finance, Queen Mary 8 CREATES Research Papers 7 Quality & Quantity: International Journal of Methodology 7 SFB 649 Discussion Papers 7 Tinbergen Institute Discussion Papers 7 Discussion papers / CEPR 6 Journal of Classification 6 Working Papers 6 Discussion Paper Series / School of Business and Economics, Loughborough University 5 Discussion Paper Series 1 5 Discussion Paper Series 1: Economic Studies 5 Economics letters 5 Empirical economics : a journal of the Institute for Advanced Studies, Vienna, Austria 5 Journal for Economic Forecasting 5 Social Indicators Research 5 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 5 Tinbergen Institute Discussion Paper 5 Working Paper Series / World Institute for Development Economic Research (UNU/WIDER), United Nations University 5 Applied economics 4 CASE Network Reports 4 DIW Discussion Papers 4 Discussion Papers of DIW Berlin 4 Discussion paper / Tinbergen Institute 4 Econometric Institute Report 4 Econometric Institute Research Papers 4 Economics Letters 4 International Journal of Forecasting 4 International review of financial analysis 4 Journal of international money and finance 4
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Source
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RePEc 523 ECONIS (ZBW) 336 EconStor 97 Other ZBW resources 16 BASE 13
Showing 311 - 320 of 985
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Forecasting Macroeconomic Variables using Collapsed Dynamic Factor Analysis
Brauning, Falk; Koopman, Siem Jan - Tinbergen Instituut - 2012
space analysis. Key economic variables are modeled jointly with principal components from a large time series panel of …
Persistent link: https://www.econbiz.de/10011257430
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Efficient Estimation of Approximate Factor Models
Bai, Jushan; Liao, Yuan - Volkswirtschaftliche Fakultät, … - 2012
dependence and heteroskedasticity. The classical method of principal components analysis (PCA) does not efficiently estimate the …
Persistent link: https://www.econbiz.de/10011112633
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Systemic Importance Index for financial institutions: A Principal Component Analysis approach
León, Carlos Eduardo; Murcia, Andrés - BANCO DE LA REPÚBLICA - 2012
apply Principal Components Analysis to the metrics designed by León and Machado (2011) for assessing size, connectedness and …
Persistent link: https://www.econbiz.de/10010763659
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Propozycja prostego, wyprzedzającego wskaźnika koniunktury w przemyśle [Proposition of a Simple Leading Industrial Confidence Indicator]
Olesiński, Bartosz - In: Prace i Materiały 90 (2012) 3, pp. 215-227
survey data data of 1997-2012 and tests for its forecasting capability. Principal components analysis (PCA) was used to …
Persistent link: https://www.econbiz.de/10010898050
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Co-movements of and Linkages between Asian Stock Markets
Meric, Meric , Ilhan; Kim, Joe H.; Gong, Linguo; Meric, … - In: Business and Economics Research Journal 3 (2012) 1, pp. 1-1
markets and the lead/lag linkages between them. In this paper, we study this issue with the principal components analysis (PCA …
Persistent link: https://www.econbiz.de/10010840105
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Point and interval forecasts of age-specific life expectancies
Shang, Han Lin - In: Demographic Research 27 (2012) 21, pp. 593-644
This paper considers forecasting life table, and proposes a model averaging approach to improve point and interval forecast accuracy. Illustrated by data of eleven countries, we compare point and interval forecasts among ten principal component and two random walk methods. Based on averaged...
Persistent link: https://www.econbiz.de/10010851056
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Stein-Rule Estimation and Generalized Shrinkage Methods for Forecasting Using Many Predictors
Hillebrand, Eric; Lee, Tae-Hwy - School of Economics and Management, University of Aarhus - 2012
Stein-rule shrinkage estimator can dominate both OLS and principal components estimators within an intermediate range of the …
Persistent link: https://www.econbiz.de/10010851208
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Housing price forecastability: A factor analysis
Bork, Lasse; Møller, Stig V. - School of Economics and Management, University of Aarhus - 2012
We examine US housing price forecastability using a common factor approach based on a large panel of 122 economic time series. We find that a simple three-factor model generates an explanatory power of about 50% in one-quarter ahead in-sample forecasting regressions. The predictive power of the...
Persistent link: https://www.econbiz.de/10010851257
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Factor-Based Forecasting in the Presence of Outliers: Are Factors Better Selected and Estimated by the Median than by The Mean?
Kristensen, Johannes Tang - School of Economics and Management, University of Aarhus - 2012
Macroeconomic forecasting using factor models estimated by principal components has become a popular research topic … can be improved by using the original unscreened dataset and replacing principal components with a robust alternative. We …
Persistent link: https://www.econbiz.de/10010851270
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Generating short-term forecasts of the Lithuanian GDP using factor models
Stakenas, Julius - Lietuvos Bankas - 2012
extraction by using a simple principal components method might lead to a loss of important information related GDP forecasting … step to GDP forecasting, was tested. The effect of using weighted principal components model, with weights depending on …
Persistent link: https://www.econbiz.de/10010908012
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