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  • Search: subject:"Functional data Analysis"
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Year of publication
Subject
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Functional data analysis 86 functional data analysis 50 Theorie 36 Theory 36 Forecasting model 25 Prognoseverfahren 25 Time series analysis 16 Functional Data Analysis 15 Zeitreihenanalyse 15 Estimation theory 14 Schätztheorie 14 Volatility 13 Volatilität 13 Nonparametric statistics 12 Estimation 11 Schätzung 11 Nichtparametrisches Verfahren 10 Principal component analysis 7 Welt 7 World 7 Yield curve 7 Zinsstruktur 7 Aktienmarkt 6 Hauptkomponentenanalyse 6 Multivariate Analyse 6 Multivariate analysis 6 Stock market 6 Bootstrap approach 5 Bootstrap-Verfahren 5 Börsenkurs 5 China 5 Close-to-open gap forecasting 5 Cluster analysis 5 Electricity 5 Elektrizität 5 Energiekonsum 5 Energy consumption 5 Functional principal component analysis 5 International stock markets 5 Share price 5
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Online availability
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Undetermined 85 Free 62 CC license 5
Type of publication
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Article 112 Book / Working Paper 48 Other 1
Type of publication (narrower categories)
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Article in journal 59 Aufsatz in Zeitschrift 59 Working Paper 24 Arbeitspapier 16 Graue Literatur 16 Non-commercial literature 16 Thesis 6 Article 5 research-article 2 Bibliografie enthalten 1 Bibliography included 1 Lehrbuch 1 Statistik 1 Textbook 1
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Language
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English 101 Undetermined 59 German 1
Author
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Kokoszka, Piotr 5 Liu, Zhenya 5 Das, Sonali 4 Gallón, Santiago 4 Gatarek, Lukasz T. 4 Rhoden, Imke 4 Voit, Ann-Katrin 4 Weller, Daniel 4 Cummins, Mark 3 Diks, Cees G.H. 3 Galeano, Pedro 3 Gooijer, Jan G. de 3 Gupta, Rangan 3 Härdle, Wolfgang 3 Härdle, Wolfgang Karl 3 Kearney, Fearghal 3 Kneip, Alois 3 Maennig, Wolfgang 3 Mangisa, Siphumlile 3 Mueller, Steffen Q. 3 Murphy, Finbarr 3 Romo, Juan 3 Shang, Han Lin 3 Vantini, Simone 3 Vieu, Philippe 3 Wang, Shixuan 3 Aguilera, Ana 2 Benko, Michal 2 Boubaker, Sabri 2 Burdejova, Petra 2 Carey, Michelle 2 Carroll, Raymond J. 2 Cañón, Carlos Iván 2 Chiaromonte, Francesca 2 Diks, Cees G. H. 2 Erbas, Bircan 2 Escabias, Manuel 2 Esposito, Christian 2 Fagiolo, Giorgio 2 Gath, Eugene G. 2
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Institution
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Departamento de Estadistica, Universidad Carlos III de Madrid 4 Department of Econometrics and Business Statistics, Monash Business School 3 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 2 Centro Ricerche Nord Sud (CRENoS) 1 Department of Accountancy, Economics and Finance, School of Management and Languages 1 EconWPA 1 IGI Global 1 Society for Computational Economics - SCE 1 Tinbergen Institute 1 Tinbergen Instituut 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
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Published in...
All
Computational Statistics & Data Analysis 8 Computational Statistics 6 Journal of Multivariate Analysis 4 Statistics and Econometrics Working Papers 4 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 4 International journal of forecasting 3 Monash Econometrics and Business Statistics Working Papers 3 Psychometrika 3 SFB 649 Discussion Paper 3 Statistics & Probability Letters 3 Working papers 3 AStA Advances in Statistical Analysis 2 Advances in Data Analysis and Classification 2 Applied economics 2 Energy economics 2 European journal of operational research : EJOR 2 Journal of Classification 2 Journal of forecasting 2 Journal of time series econometrics 2 Marketing science 2 Metrika 2 Quantitative finance 2 Research in international business and finance 2 SFB 649 Discussion Papers 2 SFB 649 discussion paper 2 Statistics & Risk Modeling 2 Statistics in transition : an international journal of the Polish Statistical Association and Statistics Poland 2 Tinbergen Institute Discussion Papers 2 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 1 Brazilian review of econometrics : BRE ; the review of the Brazilian Econometric Society 1 Central European Journal of Economic Modelling and Econometrics 1 Central European journal of economic modelling and econometrics 1 Computational and mathematical organization theory 1 Computational economics 1 Computing in Economics and Finance 2005 1 Demographic Research 1 Department of Economics working paper series 1 Discussion paper / Tinbergen Institute 1 ECARES working paper 1 ERF working papers series : working paper 1
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Source
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ECONIS (ZBW) 77 RePEc 62 EconStor 13 BASE 7 Other ZBW resources 2
Showing 51 - 60 of 161
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Time-adaptive probabilistic forecasts of electricity spot prices with application to risk management.
López Cabrera, Brenda; Schulz, Franziska - 2016
The increasing exposure to renewable energy has amplified the need for risk management in electricity markets. Electricity price risk poses a major challenge to market participants. We propose an approach to model and fore- cast electricity prices taking into account information on renewable...
Persistent link: https://www.econbiz.de/10011538153
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Functional systemic risk, complementarities and early warnings
Cañón, Carlos Iván; Gallón, Santiago; Olivar, Santiago - 2016
This paper proposes a systemic risk index based on Functional Data Analysis (FDA), overcoming salient shortcomings of …
Persistent link: https://www.econbiz.de/10011515729
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Bayesian estimation of the functional spatial lag model
Aw, Alassane; Cabral, Emmanuel Nicolas - In: Journal of time series econometrics 12 (2020) 2, pp. 1-22
Persistent link: https://www.econbiz.de/10012300800
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Forecasting health expenses using a functional data model
Piontkowski, Jens - In: Annals of actuarial science : publ. by the Institute of … 14 (2020) 1, pp. 72-82
Persistent link: https://www.econbiz.de/10012194073
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A functional time series analysis of forward curves derived from commodity futures
Horváth, Lajos; Liu, Zhenya; Rice, Gregory; Wang, Shixuan - In: International journal of forecasting 36 (2020) 2, pp. 646-665
Persistent link: https://www.econbiz.de/10012415316
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Does financial development have a non-linear impact on energy consumption? : evidence from 30 provinces in China
Wang, You; Gong, Xu - In: Energy economics 90 (2020), pp. 1-13
Persistent link: https://www.econbiz.de/10012517576
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Change point and trend analyses of annual expectile curves of tropical storms
Burdejova, Petra; Härdle, Wolfgang Karl; Kokoszka, Piotr; … - 2015
Motivated by the conjectured existence of trends in the intensity of tropical storms, this paper proposes new inferential methodology to detect a trend in the annual pattern of environmental data. The new methodology can be applied to data which can be represented as annual curves which evolve...
Persistent link: https://www.econbiz.de/10011335463
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Two-sample Hotelling's T² statistics based on the functional Mahalanobis semi-distance
Esdras, Joseph; Galeano, Pedro; Lillo, Rosa E. - Departamento de Estadistica, Universidad Carlos III de … - 2015
The comparison of the means of two independent samples is one of the most popular problems in real-world data analysis. In the multivariate context, two-sample Hotelling's T² frequently used to test the equality of means of two independent Gaussian random samples assuming either the same or a...
Persistent link: https://www.econbiz.de/10011206306
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Cover Image
Change point and trend analyses of annual expectile curves of tropical storms
Burdejova, Petra; Härdle, Wolfgang; Kokoszka, Piotr; … - 2015
Motivated by the conjectured existence of trends in the intensity of tropical storms, this paper proposes new inferential methodology to detect a trend in the annual pattern of environmental data. The new methodology can be applied to data which can be represented as annual curves which evolve...
Persistent link: https://www.econbiz.de/10010529335
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Cover Image
Price signatures
Oomen, Roel - In: Quantitative finance 19 (2019) 5, pp. 733-761
Persistent link: https://www.econbiz.de/10012194712
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