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  • Search: subject:"Functional data"
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Year of publication
Subject
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Functional data analysis 90 Functional data 64 Theorie 54 Theory 54 functional data analysis 52 functional data 42 Forecasting model 35 Prognoseverfahren 35 Estimation theory 32 Schätztheorie 32 Time series analysis 25 Zeitreihenanalyse 24 Nonparametric statistics 19 Estimation 18 Schätzung 18 Nichtparametrisches Verfahren 17 Functional Data Analysis 15 Volatility 14 Volatilität 14 Regression analysis 12 Regressionsanalyse 12 Statistical theory 12 Statistische Methodenlehre 12 Multivariate Analyse 11 Multivariate analysis 11 Principal component analysis 11 Statistical distribution 10 Statistische Verteilung 10 Hauptkomponentenanalyse 9 Yield curve 9 Zinsstruktur 9 Dimension reduction 8 Clustering 7 Electricity 7 Elektrizität 7 Risiko 7 Risk 7 Welt 7 World 7 Aktienmarkt 6
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Online availability
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Undetermined 158 Free 118 CC license 11
Type of publication
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Article 203 Book / Working Paper 89 Other 2
Type of publication (narrower categories)
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Article in journal 84 Aufsatz in Zeitschrift 84 Working Paper 48 Graue Literatur 32 Non-commercial literature 32 Arbeitspapier 31 Article 11 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 168 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 Dabo-Niang, Sophie 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
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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 International journal of forecasting 5 Psychometrika 5 Energy economics 4 European journal of operational research : EJOR 4 Journal of Classification 4 Statistics in transition : an international journal of the Polish Statistical Association and Statistics Poland 4 Working papers / TSE : WP 4 CEMMAP working papers / Centre for Microdata Methods and Practice 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 ASTIN bulletin : the journal of the International Actuarial Association 2 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 business & economic statistics : JBES ; a publication of the American Statistical Association 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 Statistical Papers 2
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Source
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RePEc 135 ECONIS (ZBW) 118 EconStor 28 BASE 9 Other ZBW resources 4
Showing 231 - 240 of 294
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Combining functions and the closure principle for performing follow-up tests in functional analysis of variance
Vsevolozhskaya, O.A.; Greenwood, M.C.; Bellante, G.J.; … - In: Computational Statistics & Data Analysis 67 (2013) C, pp. 175-184
Functional analysis of variance involves testing for differences in functional means across k groups in n functional responses. If a significant overall difference in the mean curves is detected, one may want to identify the location of these differences. Cox and Lee (2008) proposed performing a...
Persistent link: https://www.econbiz.de/10010871314
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Forecasting age-specific breast cancer mortality using functional data models
Erbas, Bircan; Hyndman, Rob J.; Gertig, Dorota M. - Department of Econometrics and Business Statistics, … - 2005
cancer control programs and evaluation of screening programs. The purpose of this study is to apply functional data analysis … groups (45 to 85+). We use functional data analysis techniques where mortality and incidence are modeled as curves with age …
Persistent link: https://www.econbiz.de/10005149044
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Robust forecasting of mortality and fertility rates: a functional data approach
Hyndman, Rob J.; Ullah, Md. Shahid - Department of Econometrics and Business Statistics, … - 2005
framework that is easily adapted to allow for constraints and other information. We combine ideas from functional data analysis …
Persistent link: https://www.econbiz.de/10005149100
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Curve Forecasting by Functional Autoregression
Onatski, A.; Karguine, V. - Society for Computational Economics - SCE - 2005
Data in which each observation is a curve occur in many applied problems. This paper explores prediction in time series in which the data is generated by a curve-valued autoregression process. It develops a novel technique, the predictive factor decomposition, for estimation of the...
Persistent link: https://www.econbiz.de/10005343036
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Common functional component modelling
Benko, Michal; Kneip, Alois - Sonderforschungsbereich 649: Ökonomisches Risiko, … - 2005
Functional data analysis (FDA) has become a popular technique in applied statistics. In particular, this methodology …
Persistent link: https://www.econbiz.de/10005489964
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Functional Principal Components Analysis, Implementation and Applications
Benko, Michael - 2004
This master thesis discusses selected topics of Functional Data Analysis (FDA). FDA deals with the random variables … the statistical macros (quantlets), graphical and plotting tools of functional data analysis. …
Persistent link: https://www.econbiz.de/10009467198
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Functional Multiple-Set Canonical Correlation Analysis
Hwang, Heungsun; Jung, Kwanghee; Takane, Yoshio; … - In: Psychometrika 77 (2012) 1, pp. 48-64
Persistent link: https://www.econbiz.de/10009400071
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On the definition of phase and amplitude variability in functional data analysis
Vantini, Simone - In: TEST: An Official Journal of the Spanish Society of … 21 (2012) 4, pp. 676-696
We introduce a modeling and mathematical framework in which the problem of registering a functional data set can be … consistently set. In detail, we show that the introduction, in a functional data analysis, of a metric/semi-metric and of a group … definition of phase and amplitude variability. Indeed, in this framework, we prove that the analysis of a registered functional …
Persistent link: https://www.econbiz.de/10010994304
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Wavelet-RKHS-based functional statistical classification
Rincón, M.; Ruiz-Medina, M. - In: Advances in Data Analysis and Classification 6 (2012) 3, pp. 201-217
A functional classification methodology, based on the Reproducing Kernel Hilbert Space (RKHS) theory, is proposed for discrimination of gene expression profiles. The parameter function involved in the definition of the functional logistic regression is univocally and consistently estimated, from...
Persistent link: https://www.econbiz.de/10010995278
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Multiresolution Karhunen Loéve analysis of galvanic skin response for psycho-physiological studies
Fontanella, Lara; Ippoliti, Luigi; Merla, Arcangelo - In: Metrika 75 (2012) 3, pp. 287-309
Persistent link: https://www.econbiz.de/10010846096
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