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  • Search: subject:"Functional principal component analysis"
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Year of publication
Subject
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Functional principal component analysis 28 Hauptkomponentenanalyse 15 Principal component analysis 15 functional principal component analysis 14 Theorie 12 Theory 12 Forecasting model 11 Prognoseverfahren 11 Estimation 10 Schätzung 10 Estimation theory 8 Schätztheorie 8 Functional data analysis 7 Time series analysis 7 Zeitreihenanalyse 7 Functional Principal Component Analysis 4 Asian demography 3 Einkommensverteilung 3 Fertility forecasting 3 Forecast 3 Income distribution 3 Latin America 3 Mortality 3 Mortality forecasting 3 Nonparametric smoothing 3 Prognose 3 Regression analysis 3 Regressionsanalyse 3 Smile 3 Statistical distribution 3 Statistische Verteilung 3 Sterblichkeit 3 Yield curve 3 Zinsstruktur 3 generalized additive model 3 Backfitting 2 Bevölkerungsprognose 2 Bolivia 2 Brasilien 2 Brazil 2
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Online availability
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Undetermined 24 Free 22
Type of publication
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Article 30 Book / Working Paper 20
Type of publication (narrower categories)
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Article in journal 19 Aufsatz in Zeitschrift 19 Working Paper 11 Arbeitspapier 7 Graue Literatur 7 Non-commercial literature 7 Article 1 Thesis 1
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Language
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English 33 Undetermined 17
Author
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Shang, Han Lin 11 Chang, Yoosoon 5 Park, Joon Y. 5 Härdle, Wolfgang 4 Mammen, Enno 4 Carvajal-Osorio, Luis C. 3 Fang, Lei 3 Fengler, Matthias R. 3 Kim, Chang Sik 3 Liu, Zhenya 3 Canavire-Bacarreza, Gustavo 2 Choi, Yongok 2 Haberman, Steven 2 Horváth, Lajos 2 Härdle, Wolfgang Karl 2 Jacques, Julien 2 Kim, Yong Gun 2 Kwak, Boreum 2 Li, Bo 2 Miller, J. Isaac 2 Preda, Cristian 2 Raad, Rodrigo Jardim 2 Tsay, Ruey S. 2 Bijak, Jakub 1 Billor, Nedret 1 Boubaker, Sabri 1 Canavire Bacarreza, Gustavo J 1 Cao, Ruanmin 1 Chen, Yi-ting 1 Chen, Ying 1 Delahaye, Daniel 1 Densing, M. 1 Ertas, Kadir 1 Fengler, Matthias 1 Feron, Eric 1 Hofmans, Joeri 1 Huang, Mian 1 Hyndman, Rob J 1 Hyndman, Rob.J. 1 Härdle, Wolfgang K. 1
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Institution
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Department of Econometrics and Business Statistics, Monash Business School 3 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 2 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
Published in...
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International journal of forecasting 4 Monash Econometrics and Business Statistics Working Papers 3 Advances in Data Analysis and Classification 2 Computational Statistics & Data Analysis 2 Journal of Multivariate Analysis 2 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 2 SFB 649 Discussion Paper 2 SFB 649 Discussion Papers 2 ASTIN bulletin : the journal of the International Actuarial Association 1 BOK working paper 1 CAEPR working papers 1 Central European Journal of Economic Modelling and Econometrics 1 Discussion paper series / IZA 1 Econometric reviews 1 Economics letters 1 Energy economics 1 IZA Discussion Papers 1 Insurance / Mathematics & economics 1 Istanbul University Econometrics and Statistics e-Journal 1 Journal of air transport management 1 Journal of econometrics 1 Journal of forecasting 1 Journal of labor research 1 Journal of the Royal Statistical Society: Series A (Statistics in Society) 1 Journal of time series econometrics 1 MPRA Paper 1 Mathematics and Computers in Simulation (MATCOM) 1 Organizational research methods : ORM 1 Physica A: Statistical Mechanics and its Applications 1 Review of quantitative finance and accounting 1 Revista Brasileira de Finanças : RBFin 1 SFB 373 Discussion Paper 1 SFB 373 Discussion Papers 1 SFB 649 discussion paper 1 Textos para discussão / Centro de Desenvolvimento e Planejamento Regional 1 Working paper / Indian Institute of Management, Ahmedabad 1 Working paper series / Department of Economics, University of Missouri-Columbia 1
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Source
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ECONIS (ZBW) 26 RePEc 18 EconStor 5 BASE 1
Showing 21 - 30 of 50
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A comparison of hurst exponent estimators in long-range dependent curve time series
Shang, Han Lin - In: Journal of time series econometrics 12 (2020) 1, pp. 1-39
Persistent link: https://www.econbiz.de/10012258318
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Stochastic population analysis: A functional data approach
Fang, Lei; Härdle, Wolfgang Karl - 2015
demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …
Persistent link: https://www.econbiz.de/10010491435
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Stochastic Population Analysis: A Functional Data Approach
Fang, Lei; Härdle, Wolfgang K. - Sonderforschungsbereich 649: Ökonomisches Risiko, … - 2015
demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …
Persistent link: https://www.econbiz.de/10011166887
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Stochastic population analysis : a functional data approach
Fang, Lei; Härdle, Wolfgang - 2015
demographic data sets: China, Japan and Taiwan. It combines ideas of functional principal component analysis (fPCA), nonparametric …
Persistent link: https://www.econbiz.de/10010477583
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Forecasting regional long-run energy demand : a functional coefficient panel approach
Chang, Yoosoon; Choi, Yongok; Kim, Chang Sik; Miller, … - 2019 - This version: November 25, 2019
Persistent link: https://www.econbiz.de/10012211774
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K-centres functional clustering : a person-centered approach to modeling complex nonlinear growth trajectories
Hofmans, Joeri; Vantilborgh, Tim; Solinger, Omar N. - In: Organizational research methods : ORM 21 (2018) 4, pp. 905-930
Persistent link: https://www.econbiz.de/10011933950
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Point and interval forecasts of age-specific fertility rates: a comparison of functional principal component methods
Shang, Han Lin - Department of Econometrics and Business Statistics, … - 2012
Accurate forecasts of age-specific fertility rates are critical for government policy, planning and decision making. With the availability of Human Fertility Database (2011), we compare the empirical accuracy of the point and interval forecasts, obtained by the approach of Hyndman and Ullah...
Persistent link: https://www.econbiz.de/10010542337
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Forecasting Yield Curves in an Adaptive Framework
Chen, Ying; Li, Bo - In: Central European Journal of Economic Modelling and … 3 (2011) 4, pp. 237-259
, functional principal component analysis (FPCA) is used to extract factors capable of representing the features of yield curves …
Persistent link: https://www.econbiz.de/10010610423
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Some methods for analyzing big dependent data
Tsay, Ruey S. - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 4, pp. 673-688
Persistent link: https://www.econbiz.de/10011692453
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A multilevel functional data method for forecasting population, with an application to the United Kingdom
Shang, Han Lin; Smith, Peter W. F.; Bijak, Jakub; … - In: International journal of forecasting 32 (2016) 3, pp. 629-649
Persistent link: https://www.econbiz.de/10011621743
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