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  • Search: subject:"Functional Data"
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Year of publication
Subject
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Functional data analysis 86 Functional data 60 Theorie 52 Theory 52 functional data analysis 50 functional data 41 Forecasting model 33 Prognoseverfahren 33 Estimation theory 28 Schätztheorie 28 Time series analysis 24 Zeitreihenanalyse 23 Nonparametric statistics 18 Estimation 17 Schätzung 17 Nichtparametrisches Verfahren 16 Functional Data Analysis 15 Volatility 14 Volatilität 14 Multivariate Analyse 11 Multivariate analysis 11 Regression analysis 11 Regressionsanalyse 11 Statistical theory 11 Statistische Methodenlehre 11 Principal component analysis 9 Dimension reduction 8 Statistical distribution 8 Statistische Verteilung 8 Yield curve 8 Zinsstruktur 8 Clustering 7 Hauptkomponentenanalyse 7 Risiko 7 Risk 7 Welt 7 World 7 Aktienmarkt 6 Börsenkurs 6 Electricity 6
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Online availability
All
Undetermined 156 Free 109 CC license 10
Type of publication
All
Article 194 Book / Working Paper 87 Other 2
Type of publication (narrower categories)
All
Article in journal 79 Aufsatz in Zeitschrift 79 Working Paper 46 Graue Literatur 30 Non-commercial literature 30 Arbeitspapier 29 Article 7 Thesis 7 research-article 3 Bibliografie enthalten 1 Bibliography included 1 Conference paper 1 Konferenzbeitrag 1 Lehrbuch 1 Statistik 1 Textbook 1
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Language
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English 157 Undetermined 125 German 1
Author
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Kokoszka, Piotr 12 Härdle, Wolfgang Karl 9 Härdle, Wolfgang 8 Romo, Juan 8 Booth, Heather 6 Fraiman, Ricardo 6 Vieu, Philippe 6 Bugni, Federico A. 5 Horowitz, Joel 5 Horváth, Lajos 5 Hyndman, Rob J 5 Laksaci, Ali 5 Liu, Zhenya 5 Shang, Han Lin 5 Burdejová, Petra 4 Chao, Shih-Kang 4 Das, Sonali 4 Gallón, Santiago 4 Gatarek, Lukasz T. 4 Huang, Chen 4 Kneip, Alois 4 Lillo, Rosa E. 4 Rhoden, Imke 4 Rice, Gregory 4 Voit, Ann-Katrin 4 Weller, Daniel 4 Yasmeen, Farah 4 Aguilera, Ana 3 Boente, Graciela 3 Casado, David 3 Cummins, Mark 3 Diks, Cees G.H. 3 Galeano, Pedro 3 Gooijer, Jan G. de 3 Gu, Lijie 3 Gupta, Rangan 3 Hwang, Heungsun 3 Jacques, Julien 3 Kearney, Fearghal 3 Maennig, Wolfgang 3
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Institution
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Departamento de Estadistica, Universidad Carlos III de Madrid 9 Department of Econometrics and Business Statistics, Monash Business School 7 Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 3 ARC Centre of Excellence in Population Ageing Research (CEPAR), UNSW Business School 1 Berkeley Electronic Press 1 Centro Ricerche Nord Sud (CRENoS) 1 Department of Accountancy, Economics and Finance, School of Management and Languages 1 Dipartimento di Scienze Economiche, Statistiche e Finanziarie, Università della Calabria 1 EconWPA 1 IBMEC Business School - Rio de Janeiro 1 IGI Global 1 Institute of Economic Research, Korea University 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 17 Computational Statistics 13 Journal of Multivariate Analysis 11 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 10 Statistics and Econometrics Working Papers 9 SFB 649 Discussion Paper 8 Statistics & Probability Letters 8 Advances in Data Analysis and Classification 7 Monash Econometrics and Business Statistics Working Papers 7 SFB 649 discussion paper 7 AStA Advances in Statistical Analysis 6 Psychometrika 5 European journal of operational research : EJOR 4 International journal of forecasting 4 Journal of Classification 4 Statistics in transition : an international journal of the Polish Statistical Association and Statistics Poland 4 CEMMAP working papers / Centre for Microdata Methods and Practice 3 Energy economics 3 Journal of econometrics 3 Journal of time series econometrics 3 SFB 649 Discussion Papers 3 Statistics & Risk Modeling 3 Working papers 3 cemmap working paper 3 Applied economics 2 Demographic Research 2 International Journal of Energy Economics and Policy : IJEEP 2 International journal of production research 2 Journal of Applied Statistics 2 Journal of forecasting 2 Marketing science 2 Metrika 2 Quantitative finance 2 Research in international business and finance 2 Risks : open access journal 2 Statistical Inference for Stochastic Processes 2 The European journal of finance 2 Tinbergen Institute Discussion Papers 2 Working papers / TSE : WP 2 ASTIN bulletin : the journal of the International Actuarial Association 1
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Source
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RePEc 135 ECONIS (ZBW) 111 EconStor 24 BASE 9 Other ZBW resources 4
Showing 71 - 80 of 283
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Prevention- versus promotion-focus regulatory efforts on the disease incidence and mortality of COVID-19 : a multinational diffusion study using functional data analysis
Kumar, V.; Sood, Ashish; Gupta, Shaphali; Sood, Nitish - In: Journal of international marketing 29 (2021) 1, pp. 1-22
Persistent link: https://www.econbiz.de/10012484445
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Permutation tests for equality of distributions of functional data
Bugni, Federico; Horowitz, Joel L. - 2017
a continuous time stochastic process are called functional data. This paper is concerned with comparing two or more … stochastic processes that generate functional data. The data may be produced by a randomized experiment in which there are … data. In contrast to existing methods, the test described here applies to both functional data and multiple treatments. The …
Persistent link: https://www.econbiz.de/10011941449
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Dynamic semi-parametric factor model for functional expectiles
Burdejová, Petra; Härdle, Wolfgang Karl - 2017
High-frequency data can provide us with a quantity of informa- tion for forecasting, help to calculate and prevent the future risk based on extremes. This tail behaviour is very often driven by ex- ogenous components and may be modelled conditional on other vari- ables. However, many of these...
Persistent link: https://www.econbiz.de/10011963633
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Functional autoregressive models : an application to Brazilian hourly electricity load
Vaz, Lucelia Viviane; Silveira, Getúlio Borges da - In: Brazilian review of econometrics : BRE ; the review of … 37 (2017) 2, pp. 297-325
Persistent link: https://www.econbiz.de/10011996170
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Cover Image
Dynamic semi-parametric factor model for functional expectiles
Burdejová, Petra; Härdle, Wolfgang - 2017
High-frequency data can provide us with a quantity of informa- tion for forecasting, help to calculate and prevent the future risk based on extremes. This tail behaviour is very often driven by ex- ogenous components and may be modelled conditional on other vari- ables. However, many of these...
Persistent link: https://www.econbiz.de/10011760356
Saved in:
Cover Image
A functional linear regression model in the space of probability density functions
Arata, Yoshiyuki - 2017
Persistent link: https://www.econbiz.de/10012131936
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Cover Image
Permutation tests for equality of distributions of functional data
Bugni, Federico A.; Horowitz, Joel - 2017
a continuous time stochastic process are called functional data. This paper is concerned with comparing two or more … stochastic processes that generate functional data. The data may be produced by a randomized experiment in which there are … data. In contrast to existing methods, the test described here applies to both functional data and multiple treatments. The …
Persistent link: https://www.econbiz.de/10011941827
Saved in:
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A phase I multi-modelling approach for profile monitoring of signal data
Grasso, Marco; Colosimo, Bianca Maria; Tsung, Fugee - In: International journal of production research 55 (2017) 15/16, pp. 4354-4377
Persistent link: https://www.econbiz.de/10011671758
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A survey of functional principal component analysis
Shang, Han - In: AStA Advances in Statistical Analysis 98 (2014) 2, pp. 121-142
Advances in data collection and storage have tremendously increased the presence of functional data, whose graphical … representations are curves, images or shapes. As a new area of statistics, functional data analysis extends existing methodologies and … principal component analysis, and its use in explanatory analysis, modeling and forecasting, and classification of functional …
Persistent link: https://www.econbiz.de/10010759620
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Multivariate factorisable sparse asymmetric least squares regression
Chao, Shih-Kang; Härdle, Wolfgang Karl; Huang, Chen - 2016
More and more data are observed in form of curves. Numerous applications in finance, neuroeconomics, demographics and also weather and climate analysis make it necessary to extract common patterns and prompt joint modelling of individual curve variation. Focus of such joint variation analysis...
Persistent link: https://www.econbiz.de/10011663440
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