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  • Search: subject:"stochastic gradient"
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Year of publication
Subject
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Stochastic process 41 Stochastischer Prozess 41 Theorie 36 Theory 36 Mathematical programming 29 Mathematische Optimierung 29 Forecasting model 16 Prognoseverfahren 16 stochastic gradient descent 14 Stochastic gradient 12 Artificial intelligence 11 Learning process 10 Lernprozess 10 Estimation theory 9 Künstliche Intelligenz 9 Schätztheorie 9 stochastic gradient 9 Algorithm 8 Algorithmus 8 Stochastic gradient descent 8 Convergence analysis 6 forecasting 6 Dynamic programming 5 Dynamische Optimierung 5 Machine learning 5 Neural networks 5 Neuronale Netze 5 Rational expectations 5 Rationale Erwartung 5 Simulation 5 learning algorithms 5 machine learning 5 Backtracking line search 4 Constant step size 4 Erwartungsbildung 4 Expectation formation 4 Monte Carlo simulation 4 Monte-Carlo-Simulation 4 Step size rule 4 Stochastic gradient scheme 4
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Online availability
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Undetermined 46 Free 26 CC license 3
Type of publication
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Article 60 Book / Working Paper 16
Type of publication (narrower categories)
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Article in journal 44 Aufsatz in Zeitschrift 44 Working Paper 11 Arbeitspapier 8 Article 8 Graue Literatur 8 Non-commercial literature 8
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Language
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English 66 Undetermined 10
Author
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Berardi, Michele 7 Galimberti, Jaqueson K. 6 Slobodyan, Sergey 5 Grieshammer, Max 4 Pflug, Lukas 4 Stingl, Michael 4 Uihlein, Andrian 4 Bogomolova, Anna 3 Fu, Michael 3 Kohn, Robert 3 Kolyuzhnov, Dmitri 3 Peng, Yijie 3 Athanasopoulos, George 2 Bolte, Jérôme 2 Burgard, Jan Pablo 2 Christev, Atanas 2 Chukhrova, Nataliya 2 Gamakumara, Puwasala 2 Hyndman, Rob J. 2 Johannssen, Arne 2 Krause, Joscha 2 Lam, Henry 2 Lin, Qihang 2 Maliar, Lilia 2 Maliar, Serguei 2 Martin, Özgür 2 Monnez, Jean-Marie 2 Münnich, Ralf T. 2 Onay, Gönenç 2 Panagiotelis, Anastasios 2 Pauwels, Edouard 2 Quiroz, Matias 2 Sadorsky, Perry A. 2 Tegetmeier, Clemens 2 Villani, Mattias 2 Vulcano, Gustavo 2 Winant, Pablo 2 Öztoprak, Figen 2 Achamrah, Fatima Ezzahra 1 Ali, Amel Ibrahim Al 1
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Institution
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Society for Computational Economics - SCE 2 Banca d'Italia 1 Center for Economic Research and Graduate Education and Economics Institute (CERGE-EI) 1 KOF Swiss Economic Institute, Department of Management, Technology and Economics (D-MTEC) 1
Published in...
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Computational Optimization and Applications 5 Mathematics of operations research 5 European journal of operational research : EJOR 3 Operations research 3 Annals of Data Science 2 Computing in Economics and Finance 2006 2 Economics Letters 2 Journal of econometrics 2 Macroeconomic dynamics 2 Manufacturing & service operations management : M & SOM 2 Mathematical finance : an international journal of mathematics, statistics and financial economics 2 Operations research letters 2 Working papers / TSE : WP 2 CERGE-EI Working Papers 1 Computational Statistics & Data Analysis 1 Computers & operations research : and their applications to problems of world concern ; an international journal 1 Discussion paper series 1 Discussion papers / CEPR 1 Economics letters 1 Electronic markets : the international journal on networked business 1 INFORMS journal on computing : JOC 1 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 1 International Journal of Distributed Systems and Technologies (IJDST) 1 International journal of enterprise network management : IJENM 1 International journal of forecasting 1 Journal of Risk and Financial Management 1 Journal of accounting in emerging economies : JAEE 1 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 1 Journal of economic dynamics & control 1 Journal of management science and engineering 1 Journal of monetary economics 1 Journal of open innovation : technology, market, and complexity 1 Journal of risk and financial management : JRFM 1 Journal of the Operational Research Society 1 KOF Working Papers 1 KOF Working papers 1 KOF working papers 1 Management science : journal of the Institute for Operations Research and the Management Sciences 1 Manufacturing & Service Operations Management 1 Marketing science 1
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Source
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ECONIS (ZBW) 52 RePEc 12 EconStor 11 Other ZBW resources 1
Showing 21 - 30 of 76
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Predicting gold and silver price direction using tree-based classifiers
Sadorsky, Perry A. - In: Journal of Risk and Financial Management 14 (2021) 5, pp. 1-21
(bagging, stochastic gradient boosting, random forests) to predict the price direction of gold and silver exchange traded funds …. Decision tree bagging, stochastic gradient boosting, and random forests predictions of gold and silver price direction are much … more accurate than those obtained from logit models. For a 20-day forecast horizon, tree bagging, stochastic gradient …
Persistent link: https://www.econbiz.de/10012611755
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Cover Image
Predicting gold and silver price direction using tree-based classifiers
Sadorsky, Perry A. - In: Journal of risk and financial management : JRFM 14 (2021) 5, pp. 1-21
(bagging, stochastic gradient boosting, random forests) to predict the price direction of gold and silver exchange traded funds …. Decision tree bagging, stochastic gradient boosting, and random forests predictions of gold and silver price direction are much … more accurate than those obtained from logit models. For a 20-day forecast horizon, tree bagging, stochastic gradient …
Persistent link: https://www.econbiz.de/10012533982
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A gradient-based reinforcement learning model of market equilibration
He, Zhongzhi - In: Journal of economic dynamics & control 152 (2023), pp. 1-21
Persistent link: https://www.econbiz.de/10014427608
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Network revenue management with online inverse batch gradient descent method
Chen, Yiwei; Shi, Cong - In: Production and operations management : the flagship … 32 (2023) 7, pp. 2123-2137
Persistent link: https://www.econbiz.de/10014328577
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Probabilistic forecast reconciliation : properties, evaluation and score optimisation
Panagiotelis, Anastasios; Gamakumara, Puwasala; … - In: European journal of operational research : EJOR 306 (2023) 2, pp. 693-706
Persistent link: https://www.econbiz.de/10014279069
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Copula sensitivity analysis for portfolio credit derivatives
Lei, Lei; Peng, Yijie; Fu, Michael; Hu, Jian-Qiang - In: European journal of operational research : EJOR 308 (2023) 1, pp. 455-466
Persistent link: https://www.econbiz.de/10014283065
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Stochastic optimization with decision-dependent distributions
Drusvyatskiy, Dmitriy; Xiao, Lin - In: Mathematics of operations research 48 (2023) 2, pp. 954-998
Persistent link: https://www.econbiz.de/10014314968
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Probabilistic forecast reconciliation : properties, evaluation and score optimisation
Panagiotelis, Anastasios; Gamakumara, Puwasala; … - 2020
Persistent link: https://www.econbiz.de/10012608354
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Penalized small area models for the combination of unit- and area-level data
Burgard, Jan Pablo; Krause, Joscha; Münnich, Ralf T. - 2019
The joint usage of unit- and area-level data for model-based small area estimation is investigated. The combination of levels within a single model encloses a variety of methodological problems. Firstly, it implies a critical decrease in degrees of freedom due to more model parameters that need...
Persistent link: https://www.econbiz.de/10012140847
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Hamiltonian Monte Carlo with energy conserving subsampling
Dang, Khue-Dung; Quiroz, Matias; Kohn, Robert; Tran, … - 2019
Hamiltonian Monte Carlo (HMC) samples efficiently from high-dimensional posterior distributions with proposed parameter draws obtained by iterating on a discretized version of the Hamiltonian dynamics. The iterations make HMC computationally costly, especially in problems with large datasets,...
Persistent link: https://www.econbiz.de/10012182834
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