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  • Search: subject:"Statistical Learning"
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Year of publication
Subject
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Statistical learning 42 statistical learning 42 Theorie 34 Theory 32 Prognoseverfahren 25 Forecasting model 23 Learning process 20 Lernprozess 20 Artificial intelligence 15 Künstliche Intelligenz 15 Regression analysis 15 Algorithm 14 Algorithmus 14 Regressionsanalyse 14 Statistical method 12 Statistische Methode 12 Mathematical programming 11 Mathematische Optimierung 11 Statistical learning theory 11 Estimation theory 10 Schätztheorie 10 Statistical Learning 9 Statistical theory 9 Statistische Methodenlehre 9 machine learning 8 statistical learning theory 8 Learning 7 Lernen 7 Machine learning 7 Neural networks 7 Big Data 6 Estimation 6 Kreditwürdigkeit 6 Schätzung 6 regression trees 6 Bayesian inference 5 Big data 5 Neuronale Netze 5 Pattern recognition 5 Portfolio selection 5
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Online availability
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Undetermined 66 Free 53 CC license 2
Type of publication
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Article 82 Book / Working Paper 47 Other 1
Type of publication (narrower categories)
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Article in journal 55 Aufsatz in Zeitschrift 55 Working Paper 34 Graue Literatur 23 Non-commercial literature 23 Arbeitspapier 22 Article 4 Hochschulschrift 3 Collection of articles written by one author 1 Conference paper 1 Congress Report 1 Konferenzbeitrag 1 Sammlung 1 Thesis 1
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Language
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English 101 Undetermined 28 Spanish 1
Author
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Härdle, Wolfgang 5 Schäfer, Dorothea 5 Lechner, Michael 4 Lee, Yuh-Jye 4 Yeh, Yi-Ren 4 Botha, Byron 3 Burger, Rulof 3 Christmann, Andreas 3 Hothorn, Torsten 3 Masini, Ricardo P. 3 Medeiros, Marcelo C. 3 Mendes, Eduardo F. 3 Rankin, Neil 3 Steenkamp, Daan 3 Steinwart, Ingo 3 Wilke, Ralf A. 3 Zeileis, Achim 3 Chen, Jiaqi 2 Chen, Shi 2 Chen, Wei 2 Corander, Jukka 2 Durand, Pierre 2 Emmenegger, Jana 2 Galarneau-Vincent, Rémi 2 Gauthier, Geneviève 2 Gerhard-Wilhelm, Weber 2 Godin, Frédéric 2 He, Qingyun 2 Härdle, Wolfgang Karl 2 Johnstone, David 2 Jones, Stewart 2 Kauermann, Göran 2 Koenker, Roger 2 Kotzé, Kevin 2 LeQuang, Gaëtan 2 Lohmann, Sophie 2 Mammen, Enno 2 Münnich, Ralf T. 2 Pai, Mallesh M. 2 Pakize, Taylan 2
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Institution
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Sonderforschungsbereich 649: Ökonomisches Risiko, Wirtschaftswissenschaftliche Fakultät 2 Centre de Recherche en Économie et Statistique (CREST), Groupe des Écoles Nationales d'Économie et Statistique (GENES) 1 DIW Berlin (Deutsches Institut für Wirtschaftsforschung) 1 Dipartimento di Politica Economica, Finanza e Sviluppo (DEPFID), Facoltà di Economia "Richard M. Goodwin" 1 Econometric Society 1 Eric Cuvillier <Firma> 1 Institut für Finanzwissenschaft, Fakultät für Volkswirtschaft und Statistik 1 Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 1 Technische Universität Braunschweig 1 Technische Universität Carolo-Wilhelmina zu Braunschweig / Institut für Wirtschaftswissenschaften / Lehrstuhl für Marketing 1 Universität Mannheim 1 Université Paris-Dauphine (Paris IX) 1
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Published in...
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Operations research 5 European journal of operational research : EJOR 3 Mathematics of operations research 3 Computational Statistics & Data Analysis 2 Discussion paper series / IZA 2 Empirical economics : a quarterly journal of the Institute for Advanced Studies 2 IZA Discussion Papers 2 Journal of economic surveys 2 Journal of the Operational Research Society 2 Les cahiers du GERAD 2 Management science : journal of the Institute for Operations Research and the Management Sciences 2 Organizacija 2 Quantitative Finance 2 Quantitative finance 2 SFB 649 Discussion Papers 2 4OR : a quarterly journal of operations research 1 AStA Advances in Statistical Analysis 1 AStA Wirtschafts- und Sozialstatistisches Archiv 1 Advances in Data Analysis and Classification 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematical Finance 1 CEMMAP working papers / Centre for Microdata Methods and Practice 1 Computational Management Science 1 Computational Management Science : CMS 1 Computational Optimization and Applications 1 Computational Statistics 1 Computational management science 1 DIW Discussion Papers 1 Department of Economic Policy, Finance and Development (DEPFID) University of Siena 1 Department of Economics working paper series 1 Dependence Modeling 1 Discussion Papers of DIW Berlin 1 Discussion paper 1 Discussion paper / Central Bureau voor de Statistiek 1 Discussion paper / Universität Sankt Gallen, School of Economics and Political Science, Department of Economics 1 Discussion paper series 1 Discussion papers / CEPR 1 Document de travail 1 ERSA working paper 1 Econometric Reviews 1
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Source
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ECONIS (ZBW) 80 RePEc 31 EconStor 16 BASE 3
Showing 21 - 30 of 130
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High-dimensional statistical learning techniques for time-varying limit order book networks
Chen, Shi; Härdle, Wolfgang; Schienle, Melanie - 2021
This paper provides statistical learning techniques for determining the full own-price market impact and the relevance … effects even in small portfolios, we require high-dimensional statistical learning methods with an integrated general …
Persistent link: https://www.econbiz.de/10012619640
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What do bankrupcty prediction models tell us about banking regulation? : evidence from statistical and learning approaches
Durand, Pierre; LeQuang, Gaëtan - 2021
Persistent link: https://www.econbiz.de/10012437102
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Cover Image
High-dimensional statistical learning techniques for time-varying limit order book networks
Chen, Shi; Härdle, Wolfgang; Schienle, Melanie - 2021
This paper provides statistical learning techniques for determining the full own-price market impact and the relevance … effects even in small portfolios, we require high-dimensional statistical learning methods with an integrated general …
Persistent link: https://www.econbiz.de/10012614016
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Evaluating the household-level climate-electricity nexus across three cities through statistical learning techniques
Pezalla, Simon; Obringer, Renee - In: Socio-economic planning sciences : the international … 89 (2023), pp. 1-9
Persistent link: https://www.econbiz.de/10014434518
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Big data forecasting of South African inflation
Botha, Byron; Burger, Rulof; Kotzé, Kevin; Rankin, Neil; … - In: Empirical economics : a quarterly journal of the … 65 (2023) 1, pp. 149-188
Persistent link: https://www.econbiz.de/10014329043
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Risk-based robust statistical learning by stochastic difference-of-convex value-function optimization
Liu, Junyi; Pang, Jong-Shi - In: Operations research 71 (2023) 2, pp. 397-414
Persistent link: https://www.econbiz.de/10014308587
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Distributionally robust losses for latent covariate mixtures
Duchi, John C.; Hashimoto, Tatsunori; Namkoong, Hongseok - In: Operations research 71 (2023) 2, pp. 649-664
Persistent link: https://www.econbiz.de/10014308625
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Foreseeing the worst : forecasting electricity DART spikes
Galarneau-Vincent, Rémi; Gauthier, Geneviève; Godin, … - In: Energy economics 119 (2023), pp. 1-18
Persistent link: https://www.econbiz.de/10014280138
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Machine learning advances for time series forecasting
Masini, Ricardo P.; Medeiros, Marcelo C.; Mendes, Eduardo F. - In: Journal of economic surveys 37 (2023) 1, pp. 76-111
Persistent link: https://www.econbiz.de/10014287800
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Quantitative analysis of perception ability in autism spectrum disorder
Wadhera, Tanu; Kakkar, Deepti; Singh, Joy Karan; … - In: International journal of learning and change : IJLC 15 (2023) 1, pp. 70-84
Persistent link: https://www.econbiz.de/10014319308
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