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  • Search: subject:"Machine Learning"
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Year of publication
Subject
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Artificial intelligence 2,053 Künstliche Intelligenz 2,030 machine learning 1,356 Machine learning 773 Forecasting model 671 Prognoseverfahren 671 Theorie 432 Theory 429 Machine Learning 418 Neural networks 208 Neuronale Netze 205 Algorithm 187 Algorithmus 186 Learning process 142 Lernprozess 142 artificial intelligence 117 Big Data 116 Big data 116 Portfolio selection 103 Portfolio-Management 103 Data mining 102 Data Mining 101 Regression analysis 90 Credit risk 88 Regressionsanalyse 87 Causality analysis 85 Forecast 85 Kausalanalyse 85 Prognose 85 Classification 82 Kreditrisiko 82 Coronavirus 77 Impact assessment 77 Lernen 77 Wirkungsanalyse 77 Learning 76 Klassifikation 75 Capital income 73 Consumer behaviour 73 Kapitaleinkommen 73
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Online availability
All
Free 3,005 CC license 560
Type of publication
All
Article 1,562 Book / Working Paper 1,416 Other 27
Type of publication (narrower categories)
All
Working Paper 1,227 Article in journal 1,158 Aufsatz in Zeitschrift 1,158 Graue Literatur 968 Non-commercial literature 968 Arbeitspapier 883 Article 364 Hochschulschrift 52 Aufsatzsammlung 23 Conference Paper 17 research-article 15 Conference paper 14 Konferenzbeitrag 14 Collection of articles written by one author 6 Sammlung 6 Aufsatz im Buch 5 Book section 5 Collection of articles of several authors 5 Research Report 5 Sammelwerk 5 Preprint 4 Thesis 3 Amtliche Publikation 2 technical-paper 2 Audio- / visual Ressource 1 case-report 1 editorial 1 review 1 review-article 1
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Language
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English 2,884 German 51 Undetermined 40 Spanish 14 French 7 Portuguese 5 Italian 2 Romanian 1 Chinese 1
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Author
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Lechner, Michael 32 Valente, Marica 17 Chernozhukov, Victor 16 Ullrich, Hannes 16 Ślepaczuk, Robert 14 Brunori, Paolo 13 Knaus, Michael C. 13 Alonso, Andrés 12 Goller, Daniel 12 Hinz, Oliver 12 Ribers, Michael 12 Newey, Whitney K. 11 Strittmatter, Anthony 11 Andres, Maximilian 10 Chlebus, Marcin 10 Fernández-Villaverde, Jesús 10 Gründler, Klaus 10 Larsen, Vegard Høghaug 10 Pfeifer, Gregor 10 Piasenti, Stefano 10 Schnaubelt, Matthias 10 Thorsrud, Leif Anders 10 Bollens, Joost 9 Carbó, José Manuel 9 Cockx, Bart 9 Davillas, Apostolos 9 Jones, Andrew M. 9 Okasa, Gabriel 9 Dumpert, Florian 8 Fernando, Roshen 8 Friedrichsen, Jana 8 Gurkan, Huseyin 8 Hull, Isaiah 8 Krauss, Christopher 8 Krieger, Tommy 8 Kräussl, Roman 8 Kugler, Philipp 8 Christmann, Andreas 7 Englmaier, Florian 7 Huber, Martin 7
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Institution
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Erasmus Research Institute of Management (ERIM), Erasmus Universiteit Rotterdam 4 Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam. 3 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 3 Department of Economics, Democritus University of Thrace 2 Provozně ekonomická fakulta, Mendelova Univerzita v Brnĕ 2 Society for Computational Economics - SCE 2 Universität Mannheim 2 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 2 Agricultural Land Markets - Efficiency and Regulation 1 Center for Biological and Computational Learning 1 Department of Economics and Related Studies, University of York 1 Dipartimento di Ingegneria Informatica, Automatica e Gestionale "Antonio Ruberti", Facoltà di Ingegneria dell'Informazione Informatica e Statistica 1 Dipartimento di Management, Università Ca' Foscari Venezia 1 Erasmus University Rotterdam, Econometric Institute 1 Faculteit Economie en Bedrijfskunde, Universiteit Gent 1 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 1 Fraunhofer IRB-Verlag 1 Fraunhofer-Institut für Arbeitswirtschaft und Organisation 1 HAL 1 HEC Paris (École des Hautes Études Commerciales) 1 Helmholtz-Zentrum für Umweltforschung 1 Institut de Préparation à l'Administration et à la Gestion (IPAG) 1 Institut für Finanzstabilität 1 Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 1 International Association of Insurance Supervisors 1 Internationaler Währungsfonds 1 Italian G7 Presidency 1 Leibniz-Institut für Wirtschaftsforschung Halle 1 Martin-Luther-Universität Halle-Wittenberg 1 Mathematica Policy Research 1 Mohammed Bin Rashid Al Maktoum Knowledge Foundation 1 National Research University Higher School of Economics 1 Prepared by Mathematica Policy Research 1 Slovensko društvo informatika 1 ToKnowPress 1 UNDP 1 UNDP / Regional Bureau for Arab States 1 Universität zu Köln 1 Vienna University of Economics and Business, Department of Economics 1 kassel university press 1
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Published in...
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Risks : open access journal 69 Discussion paper series / IZA 59 IZA Discussion Papers 58 Decision analytics journal 54 Journal of Risk and Financial Management 43 Journal of risk and financial management : JRFM 43 CESifo Working Paper 42 CESifo working papers 42 Risks 36 Working paper 36 Working papers 34 Discussion paper 29 Financial innovation : FIN 26 Logistics 26 Journal of Intelligent Manufacturing 24 The Journal of finance and data science : JFDS 21 Journal of open innovation : technology, market, and complexity 19 Research paper series / Swiss Finance Institute 19 IMF working papers 18 Working papers / Harvard Business School, Division of Research 18 Les cahiers du GERAD 17 Working Paper 17 Technology audit and production reserves 16 Business & Information Systems Engineering 14 Faculty & research / Insead : working paper series 14 International Journal of Energy Economics and Policy : IJEEP 14 Business & information systems engineering 13 European research studies 13 Data science and management : DSM 12 Discussion paper / Universität Sankt Gallen, School of Economics and Political Science, Department of Economics 12 ECB Working Paper 12 Energy strategy reviews 12 European journal of operational research : EJOR 12 Health care management science : a new journal serving the international health care management community 12 International Journal of Financial Studies : open access journal 12 Working paper series 12 Working paper series / European Central Bank 12 Working papers / Bank for International Settlements 12 Questioni di economia e finanza 11 CEMMAP working papers / Centre for Microdata Methods and Practice 10
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Source
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ECONIS (ZBW) 2,161 EconStor 744 RePEc 43 BASE 35 Other ZBW resources 22
Showing 1 - 10 of 3,005
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Foreign direct investment and local interpretable model-agnostic explanations: A rational framework for FDI decision making
Singh, Devesh - In: Journal of Economics, Finance and Administrative Science 29 (2024) 57, pp. 98-120
machine learning (IML), decision trees and three-stage least squares simultaneous equation methods for FDI inflow in Western … for FDI inflow. Additionally, this study shows that machine learning (ML) models can perform better than conventional …
Persistent link: https://www.econbiz.de/10014516432
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Prognose der Abgabequote von Einkommensteuererklärungen bei Rentnerinnen und Rentnern: Machbarkeitsstudie zur Beschleunigung der Veröffentlichung von statistischen Ergebnissen mitt...
Moritz, Steffen; Wiynck, Frederik; Wiebels, Johannes - In: WISTA - Wirtschaft und Statistik 76 (2024) 2, pp. 83-96
Statistische Bundesamt hat in einer Machbarkeitsstudie untersucht, ob Machine-Learning-Modelle geeignet sind, um Daten der … much earlier. The Federal Statistical Office conducted a feasibility study to examine whether machine learning models are …
Persistent link: https://www.econbiz.de/10014526875
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The effect of plough agriculture on gender roles : a machine learning approach
Baiardi, Anna; Naghi, Andrea A. - In: Journal of applied econometrics 39 (2024) 7, pp. 1396-1402
Persistent link: https://www.econbiz.de/10015156865
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Machine learning style rotation : evidence from the Johannesburg Stock Exchange
Page, Daniel; McClelland, David E.; Auret, C. - In: Cogent economics & finance 12 (2024) 1, pp. 1-15
Stock Exchange (‘JSE’). We apply 1- and 3-month style momentum as naïve predictors against three tree-based machine learning … application of machine learning ("ML") for style rotation. The results indicate that ML based rotation signals generate excess …
Persistent link: https://www.econbiz.de/10015326694
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Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production
Schenk, Patrick Oliver; Kern, Christoph - 2024
National Statistical Organizations (NSOs) increasingly draw on Machine Learning (ML) to improve the timeliness and cost … machine learning. …
Persistent link: https://www.econbiz.de/10015189847
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Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production
Schenk, Patrick Oliver; Kern, Christoph - In: AStA Wirtschafts- und Sozialstatistisches Archiv 18 (2024) 2, pp. 131-184
National Statistical Organizations (NSOs) increasingly draw on Machine Learning (ML) to improve the timeliness and cost … machine learning. Little to no prior knowledge of ML, fairness, and quality dimensions in official statistics is required as …
Persistent link: https://www.econbiz.de/10015375314
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Calibrating doubly-robust estimators with unbalanced treatment assignment
Ballinari, Daniele - In: Economics letters 241 (2024), pp. 1-8
Persistent link: https://www.econbiz.de/10015078634
Saved in:
Cover Image
Foreign direct investment and local interpretable model-agnostic explanations : a rational framework for FDI decision making
Singh, Devesh - In: Journal of economics, finance & administrative science 29 (2024) 57, pp. 98-120
machine learning (IML), decision trees and three-stage least squares simultaneous equation methods for FDI inflow in Western … for FDI inflow. Additionally, this study shows that machine learning (ML) models can perform better than conventional …
Persistent link: https://www.econbiz.de/10014506809
Saved in:
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Machine learning based panel data models
Yang, Bingduo; Long, Wei; Cai, Zongwu - 2024
Persistent link: https://www.econbiz.de/10014521034
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Prognose der Abgabequote von Einkommensteuererklärungen bei Rentnerinnen und Rentnern : Machbarkeitsstudie zur Beschleunigung der Veröffentlichung von statistischen Ergebnissen mit...
Moritz, Steffen; Wiynck, Frederik; Wiebels, Johannes - In: Wirtschaft und Statistik : WISTA (2024) 2, pp. 83-96
Statistische Bundesamt hat in einer Machbarkeitsstudie untersucht, ob Machine-Learning-Modelle geeignet sind, um Daten der … much earlier. The Federal Statistical Office conducted a feasibility study to examine whether machine learning models are …
Persistent link: https://www.econbiz.de/10014526618
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