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  • Search: subject:"outlier"
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Year of publication
Subject
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outlier 113 Theorie 72 Theory 69 Outlier detection 68 Zeitreihenanalyse 67 Time series analysis 64 Outlier 61 outlier detection 57 statistics 52 equation 47 Estimation theory 45 Schätztheorie 45 correlation 45 equations 37 survey 37 time series 36 outliers 35 standard deviation 35 standard errors 31 Robust statistics 30 statistic 30 Prognoseverfahren 27 Robustes Verfahren 27 Forecasting model 26 econometrics 26 prediction 26 probability 26 Regression analysis 24 Regressionsanalyse 24 correlations 24 Economic models 23 samples 23 covariance 22 predictions 22 Data Mining 21 Data mining 21 surveys 21 dummy variable 19 forecasting 19 financial statistics 18
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Online availability
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Free 241 Undetermined 180 CC license 10
Type of publication
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Article 252 Book / Working Paper 218 Other 2
Type of publication (narrower categories)
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Article in journal 121 Aufsatz in Zeitschrift 121 Working Paper 72 Graue Literatur 45 Non-commercial literature 45 Arbeitspapier 44 Article 11 Hochschulschrift 7 research-article 5 Aufsatz im Buch 3 Book section 3 Dissertation u.a. Prüfungsschriften 3 Thesis 2 Aufsatzsammlung 1 Collection of articles of several authors 1 Collection of articles written by one author 1 Conference Paper 1 Conference paper 1 Konferenzbeitrag 1 Research Report 1 Sammelwerk 1 Sammlung 1
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Language
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English 286 Undetermined 177 German 8 Spanish 1
Author
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Gather, Ursula 17 Becker, Claudia 12 Li, Yushu 8 Candelon, Bertrand 6 Metiu, Norbert 6 Nielsen, Bent 6 Riani, Marco 6 Janczura, Joanna 5 Johansen, Søren 5 Lechner, Michael 5 Smeral, Egon 5 Strittmatter, Anthony 5 Temouri, Yama 5 Wagner, Joachim 5 Wüger, Michael 5 Cleophas, Catherine 4 Doornik, Jurgen A. 4 Dost, Florian 4 Greenacre, Michael 4 Haldrup, Niels 4 Hyndman, Rob J. 4 Lin, Yicong 4 Lucas, André 4 Ooms, Marius 4 Rennie, Nicola 4 Ruiz-Gazen, Anne 4 Sansó, Andreu 4 Straetmans, Stefan 4 Sykulski, Adam M. 4 Barme-Delcroix, Marie-Francoise 3 Bauer, Marcus 3 Cerioli, Andrea 3 Fang, WenShwo 3 Farnè, Matteo 3 Fried, Roland 3 Hartwig, Benny 3 Imhoff, Michael 3 Jeong, Myong K. 3 Lee, Changyong 3 Lee, Jungmin 3
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Institution
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International Monetary Fund (IMF) 55 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 8 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 8 School of Economics and Management, University of Aarhus 6 International Monetary Fund 4 Økonomisk Institut, Københavns Universitet 4 Departamento de Estadistica, Universidad Carlos III de Madrid 3 Mathematica Policy Research 3 Barcelona Graduate School of Economics (Barcelona GSE) 2 Department of Economics and Business, Universitat Pompeu Fabra 2 Department of Economics, Oxford University 2 Deutsche Bundesbank 2 Faculty of Economics, University of Cambridge 2 Nationalekonomiska Institutionen, Ekonomihögskolan 2 Österreichisches Institut für Wirtschaftsforschung (WIFO) 2 Associazione Italiana di Economia Agraria e Applicata - AIEAA 1 Bank of Greece 1 Bank of Japan 1 Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 1 Centre of Excellence for Science and Innovation Studies, Kungliga Tekniska Högskolan (KTH) 1 Departament d'Economia Aplicada, Facultat de Ciències Econòmiques i Empresarials 1 Departamento de Economía, Facultad de Ciencias Sociales 1 Department of Econometrics and Business Statistics, Monash Business School 1 Department of Economics, City University 1 Department of Economics, University of Connecticut 1 Department of Economics, University of Nevada-Las Vegas 1 Economics Group, Nuffield College, University of Oxford 1 Erasmus University Rotterdam, Econometric Institute 1 European Association of Agricultural Economists - EAAE 1 European Centre for Advanced Research in Economics and Statistics (ECARES), Solvay Brussels School of Economics and Management 1 Fachbereich Wirtschaftswissenschaften, Universität Duisburg-Essen 1 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 1 Fakultät für Wirtschaftswissenschaften, Karlsruhe Institut für Technologie 1 Gottfried Wilhelm Leibniz Universität Hannover 1 Hugo Steinhaus Center for Stochastic Methods, Politechnika Wrocławska 1 IESE Business School, Universidad de Navarra 1 Institut de Préparation à l'Administration et à la Gestion (IPAG) 1 Institute for the Study of Labor (IZA) 1 Institutt for foretaksøkonomi, Norges Handelshøyskole (NHH) 1 Inter-American Development Bank 1
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Published in...
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IMF Working Papers 52 Computational Statistics & Data Analysis 10 Annals of the Institute of Statistical Mathematics 8 MPRA Paper 8 Technical Report 8 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 8 Metrika 7 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 7 Journal of Multivariate Analysis 6 Statistical Papers / Springer 6 Journal of Applied Statistics 5 Technological forecasting & social change : an international journal 5 Advances in Data Analysis and Classification 4 CREATES Research Papers 4 Discussion Papers / Økonomisk Institut, Københavns Universitet 4 European journal of operational research : EJOR 4 WIFO Working Papers 4 AStA Advances in Statistical Analysis 3 Computational Statistics 3 Discussion paper / Tinbergen Institute 3 Econometric reviews 3 Economics letters 3 Finance research letters 3 IMF Staff Country Reports 3 IZA Discussion Papers 3 International journal of forecasting 3 International journal of production research 3 Mathematica Policy Research Reports 3 Questioni di economia e finanza 3 Socio-economic planning sciences : the international journal of public sector decision-making 3 Statistics and Econometrics Working Papers 3 Tinbergen Institute Discussion Paper 3 Working Paper Series in Economics 3 Working paper / Department of Econometrics and Business Statistics, Monash University 3 Working papers / TSE : WP 3 Bundesbank Discussion Paper 2 Cambridge Working Papers in Economics 2 Cambridge working papers in economics 2 Computational economics 2 Discussion Papers / Deutsche Bundesbank 2
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Source
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RePEc 237 ECONIS (ZBW) 175 EconStor 41 Other ZBW resources 11 BASE 5 USB Cologne (EcoSocSci) 3
Showing 1 - 10 of 472
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Potenziale von Clustering-Algorithmen für die Plausibilisierung im Außenhandel
Limberg, Heiko - In: WISTA – Wirtschaft und Statistik 76 (2024) 1, pp. 54-65
In foreign trade statistics, the Federal Statistical Office compiles data on Germany's trade in goods with other countries from the export and import declarations submitted by businesses that are required to report data. Complex edit checks are employed to detect and correct erroneous data to...
Persistent link: https://www.econbiz.de/10014485136
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Potenziale von Clustering-Algorithmen für die Plausibilisierung im Außenhandel
Limberg, Heiko - In: Wirtschaft und Statistik : WISTA (2024) 1, pp. 54-65
In foreign trade statistics, the Federal Statistical Office compiles data on Germany's trade in goods with other countries from the export and import declarations submitted by businesses that are required to report data. Complex edit checks are employed to detect and correct erroneous data to...
Persistent link: https://www.econbiz.de/10014483376
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ROBOUT: a conditional outlier detection methodology for high-dimensional data
Farnè, Matteo; Vouldis, Angelos - In: Statistical Papers 65 (2023) 4, pp. 2489-2525
-penalized Huber loss and MM regression turns out to be the best in terms of conditional outlier detection under the above described …
Persistent link: https://www.econbiz.de/10015400898
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Functional location-scale models with robust observation-driven dynamics
Lin, Yicong; Lucas, André - 2025
We introduce a new class of location-scale models for dynamic functional data in arbitrary but fixed dimensions, where the location and scale functional parameters can evolve over time. A key feature of the parameter dynamics in these models is its observation-driven nature, where the...
Persistent link: https://www.econbiz.de/10015394950
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Functional location-scale models with robust observation-driven dynamics
Lin, Yicong; Lucas, André - 2025
We introduce a new class of location-scale models for dynamic functional data in arbitrary but fixed dimensions, where the location and scale functional parameters can evolve over time. A key feature of the parameter dynamics in these models is its observation-driven nature, where the...
Persistent link: https://www.econbiz.de/10015373863
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ICS for complex data with application to outlier detection for density data objects
Mondon, Camille; Huong Thi Trinh; Ruiz-Gazen, Anne; … - 2025
Persistent link: https://www.econbiz.de/10015405578
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An outlier detection framework for Air Quality Index prediction using linear and ensemble models
Dongre, Pradeep Kumar; Patel, Viral; Bhoi, Upendra; … - 2025
integrates multiple outlier detection methods with machine learning models, focusing on enhancing the accuracy and robustness of … predictions. The study investigates various outlier detection techniques, including the Interquartile Range (IQR), robust Z …
Persistent link: https://www.econbiz.de/10015420152
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Advanced outlier detection methods for enhancing beta regression robustness
Oktsa Dwika Rahmashari; Wuttichai Srisodaphol - 2025
propose three novel outlier detection methods: Tukey-Pearson Residual (TPR), Iterative Tukey-Pearson Residual (ITPR), and …-world data applications were conducted to evaluate their performance against existing outlier detection techniques in the …
Persistent link: https://www.econbiz.de/10015420208
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Matrix-valued spatial autoregressions with dynamic and robust heterogeneous spillovers
Lin, Yicong; Lucas, André; Ye, Shiqi - 2025
, heterogeneous spillover effects, outlier robustness, and time-varying parameters in one unified framework. The model allows for …
Persistent link: https://www.econbiz.de/10015432652
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Matrix-valued spatial autoregressions with dynamic and robust heterogeneous spillovers
Lin, Yicong; Lucas, André; Ye, Shiqi - 2025
, heterogeneous spillover effects, outlier robustness, and time-varying parameters in one unified framework. The model allows for …
Persistent link: https://www.econbiz.de/10015423404
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