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  • Search: subject:"Stochastic approximation"
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Year of publication
Subject
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stochastic approximation 26 Stochastischer Prozess 10 Stochastic process 9 Estimation theory 7 Schätztheorie 7 Stochastic approximation 7 Learning process 6 Lernprozess 6 Adaptive learning 5 Learning 5 Mathematical programming 5 Mathematische Optimierung 5 consistency 4 forecast feedback 4 linear regression with stochastic regressors 4 Algorithm 3 Algorithmus 3 Game theory 3 Spieltheorie 3 Demand analysis 2 Lernen 2 M-estimation 2 Markov chain 2 Markov-Kette 2 Monte Carlo simulation 2 Monte-Carlo-Simulation 2 Newton-Raphson methods 2 Optimization 2 Payoff-based learning 2 Prognoseverfahren 2 Quantile and Superquantile 2 Rational expectations 2 Risikomaß 2 Risk measure 2 Statistical learning 2 Theorie 2 asymptotic convergence 2 bayesian games 2 behavioral game theory 2 continuous games 2
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Online availability
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Free 38 CC license 2
Type of publication
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Book / Working Paper 32 Article 5 Other 1
Type of publication (narrower categories)
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Working Paper 14 Arbeitspapier 10 Graue Literatur 10 Non-commercial literature 10 Article in journal 3 Aufsatz in Zeitschrift 3 Thesis 2 Article 1 Hochschulschrift 1
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Language
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English 24 Undetermined 14
Author
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Christopeit, Norbert 4 Massmann, Michael 4 Flåm, Sjur Didrik 3 Audet, Charles 2 Beggs, Alan 2 Bervoets, Sebastian 2 Bigeon, Jean 2 Bravo, Mario 2 Corsi, Fulvio 2 Costa, Manon 2 Couderc, Romain 2 Faure, Mathieu 2 Gadat, Sébastien 2 Koenker, Roger 2 Kokkolaras, Michael 2 Martinoli, Mario 2 Mohlin, Erik 2 Nicolai, R.P. 2 Ostling, Robert 2 Seri, Raffaello 2 Wang, Joseph Tao-yi 2 Ahmad, Mohd Ashraf 1 Andersson, Patrik 1 Azuma, Shun-ichi 1 Balseiro, Santiago R. 1 Beggs, Alan W. 1 Bercu, Bernard 1 DEVOLDER, Olivier 1 Etore, Pierre 1 Evans, George W. 1 Gaasland, Ivar 1 Gobet, Emmanuel 1 Godal, Odd 1 Gur, Yonatan 1 Honkapohja, Seppo 1 Izquierdo, Luis R. 1 Jonen, Christian 1 Kam, Timothy 1 Koning, A.J. 1 Koning, Koning, A.J. 1
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Institution
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Department of Economics, Oxford University 3 Institutt for Økonomi, Universitetet i Bergen 3 Center for Operations Research and Econometrics (CORE), École des Sciences Économiques de Louvain 1 Department of Economics, Business School 1 Department of Economics, University of Oregon 1 Erasmus University Rotterdam, Econometric Institute 1 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 1 HAL 1 Tinbergen Institute 1 Tinbergen Instituut 1 University of Bonn, Germany 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
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Published in...
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Economics Series Working Papers / Department of Economics, Oxford University 3 Working Papers in Economics 3 Department of Economics discussion paper series / University of Oxford 2 Les cahiers du GERAD 2 Tinbergen Institute Discussion Papers 2 Working papers / TSE : WP 2 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 1 CEMMAP working papers / Centre for Microdata Methods and Practice 1 CORE Discussion Papers 1 Discussion Paper Serie B 1 Discussion paper / Tinbergen Institute 1 Econometric Institute Report 1 Econometric Institute Research Papers 1 Economics Discussion / Working Papers 1 Energies 1 LEM Working Paper Series 1 LEM working paper series 1 MPRA Paper 1 Post-Print / HAL 1 Risks : open access journal 1 Stanford University Graduate School of Business research paper 1 Theoretical Economics 1 Theoretical economics : TE ; an open access journal in economic theory 1 Tinbergen Institute Discussion Paper 1 University of Oregon Economics Department Working Papers 1 Working Papers 1 cemmap working paper 1
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Source
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RePEc 17 ECONIS (ZBW) 14 EconStor 5 BASE 2
Showing 1 - 10 of 38
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Generalized optimization algorithms for complex models
Martinoli, Mario; Seri, Raffaello; Corsi, Fulvio - 2024
stochastic approximation schemes and inexact Newton methods. Building on these results, we put forward a new optimization scheme … of the GINM. The results apply to both deterministic and stochastic approximation schemes, and are particular effective …
Persistent link: https://www.econbiz.de/10015045957
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L1 regularization for high-dimensional multivariate GARCH models
Yao, Sijie; Zou, Hui; Xing, Haipeng - In: Risks : open access journal 12 (2024) 2, pp. 1-29
The complexity of estimating multivariate GARCH models increases significantly with the increase in the number of asset series. To address this issue, we propose a general regularization framework for high-dimensional GARCH models with BEKK representations, and obtain a penalized quasi-maximum...
Persistent link: https://www.econbiz.de/10014497339
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Cover Image
Generalized optimization algorithms for complex models
Martinoli, Mario; Seri, Raffaello; Corsi, Fulvio - 2024
stochastic approximation schemes and inexact Newton methods. Building on these results, we put forward a new optimization scheme … of the GINM. The results apply to both deterministic and stochastic approximation schemes, and are particular effective …
Persistent link: https://www.econbiz.de/10014634825
Saved in:
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Risk averse constrained blackbox optimization under mixed aleatory/epistemic uncertainties
Audet, Charles; Bigeon, Jean; Couderc, Romain; … - 2023
Persistent link: https://www.econbiz.de/10014417933
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Risk-adverse optimization by Conditional Value-at-Risk and stochastic approximation
Audet, Charles; Bigeon, Jean; Couderc, Romain; … - 2022
Persistent link: https://www.econbiz.de/10013179421
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Mortality forecasting using a Lexis-based state-space model
Andersson, Patrik; Lindholm, Mathias - In: Annals of actuarial science : publ. by the Institute of … 15 (2021) 3, pp. 519-548
Persistent link: https://www.econbiz.de/10012656701
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Learning with minimal information in continuous games
Bervoets, Sebastian; Bravo, Mario; Faure, Mathieu - In: Theoretical Economics 15 (2020) 4, pp. 1471-1508
While payoff-based learning models are almost exclusively devised for finite action games, where players can test every action, it is harder to design such learning processes for continuous games. We construct a stochastic learning rule, designed for games with continuous action sets, which...
Persistent link: https://www.econbiz.de/10013189012
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Stochastic approximation algorithms for superquantiles estimation
Bercu, Bernard; Costa, Manon; Gadat, Sébastien - 2020
Persistent link: https://www.econbiz.de/10012286349
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Non asymptotic controls on a stochastic algorithm for superquantile approximation
Costa, Manon; Gadat, Sébastien - 2020
Persistent link: https://www.econbiz.de/10012316959
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Learning with minimal information in continuous games
Bervoets, Sebastian; Bravo, Mario; Faure, Mathieu - In: Theoretical economics : TE ; an open access journal in … 15 (2020) 4, pp. 1471-1508
While payoff-based learning models are almost exclusively devised for finite action games, where players can test every action, it is harder to design such learning processes for continuous games. We construct a stochastic learning rule, designed for games with continuous action sets, which...
Persistent link: https://www.econbiz.de/10012415470
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