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  • Search: subject:"Gaussian Process"
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Year of publication
Subject
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Gaussian process 219 Gauß-Prozess 109 Stochastischer Prozess 99 Stochastic process 97 Theorie 83 Theory 82 Estimation theory 56 Schätztheorie 56 Gaussian process regression 46 Bayesian inference 43 Bayes-Statistik 42 Regression analysis 29 Regressionsanalyse 29 Forecasting model 25 Prognoseverfahren 25 Simulation 25 Statistische Verteilung 25 Statistical distribution 24 Nichtparametrisches Verfahren 22 Nonparametric statistics 22 Artificial intelligence 21 Künstliche Intelligenz 21 Time series analysis 20 Zeitreihenanalyse 20 Bootstrap approach 18 Bootstrap-Verfahren 18 Option pricing theory 17 Optionspreistheorie 17 Kriging 16 Volatilität 15 Mathematical programming 14 Mathematische Optimierung 14 Maximum likelihood estimation 14 Modellierung 14 Scientific modelling 14 Volatility 14 Gaussian Process 13 Maximum-Likelihood-Schätzung 13 Zinsstruktur 13 Yield curve 12
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Online availability
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Undetermined 162 Free 156 CC license 17
Type of publication
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Article 221 Book / Working Paper 132
Type of publication (narrower categories)
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Article in journal 119 Aufsatz in Zeitschrift 119 Working Paper 83 Graue Literatur 73 Non-commercial literature 73 Arbeitspapier 71 Article 11 Aufsatz im Buch 7 Book section 7 Hochschulschrift 5 Thesis 5 research-article 2 Collection of articles written by one author 1 Sammlung 1
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Language
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English 258 Undetermined 93 French 1 Russian 1
Author
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Kleijnen, Jack P. C. 14 Chernozhukov, Victor 12 Linton, Oliver 10 Sentana, Enrique 7 Whang, Yoon-Jae 7 Belloni, Alexandre 6 Cho, Jin Seo 6 Fiorentini, Gabriele 6 Mehdad, Ehsan 6 Xu, Xiaojie 6 Chetverikov, Denis 5 Jin, Bingzi 5 Kato, Kengo 5 Ludkovski, Mike 5 Chen, Xiaohong 4 Christensen, Timothy M. 4 Fernández-Val, Iván 4 Hébert, Benjamin 4 Kleijnen, Jack P.C. 4 Lanne, Markku 4 Mehdad, E. 4 Woodford, Michael 4 Yen, Yu-Min 4 Aguilar, Jean-Philippe 3 Beers, Wim C. M. van 3 Claveria, Oscar 3 Dearmon, Jacob 3 Eder, Armin 3 Fok, Dennis 3 Giudici, Paolo 3 Goos, Peter 3 Gramacy, Robert B. 3 Guvenen, Fatih 3 Hall, Peter 3 Han, Heejoon 3 Härdle, Wolfgang 3 Keiler, Sebastian 3 Kleinow, Torsten 3 Kristensen, Dennis 3 Küchler, Uwe 3
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Institution
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Cowles Foundation for Research in Economics, Yale University 4 Tilburg University, Center for Economic Research 4 Départment des sciences administratives, Université du Québec en Outaouais (UQO) 3 Centre for Microdata Methods and Practice (CEMMAP) 2 Christian-Albrechts-Universität zu Kiel 2 International Monetary Fund (IMF) 2 National Bureau of Economic Research 2 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 2 Berkeley Electronic Press 1 Department of Economics and Business, Universitat Pompeu Fabra 1 Deutsche Bundesbank 1 Dipartimento di Scienze Economiche e Aziendali, Università degli Studi di Pavia 1 Institute of Economic Research, Korea University 1 London School of Economics (LSE) 1 School of Economics and Management, University of Aarhus 1 School of Economics, University of Adelaide 1 Solvay Brussels School of Economics and Management, Université Libre de Bruxelles 1 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 1 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 1
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Published in...
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CEMMAP working papers / Centre for Microdata Methods and Practice 14 Discussion paper / Center for Economic Research, Tilburg University 12 European journal of operational research : EJOR 10 Journal of Multivariate Analysis 10 Stochastic Processes and their Applications 8 Journal of econometrics 7 Statistical Inference for Stochastic Processes 7 Statistics & Probability Letters 7 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 6 Operations research 6 Computational Statistics & Data Analysis 5 Risks : open access journal 5 cemmap working paper 5 Annals of the Institute of Statistical Mathematics 4 Cowles Foundation Discussion Papers 4 Discussion Paper / Tilburg University, Center for Economic Research 4 Physica A: Statistical Mechanics and its Applications 4 Quantitative finance 4 AStA Advances in Statistical Analysis 3 CEMFI working paper 3 CREATES research paper 3 European Journal of Operational Research 3 Insurance / Mathematics & economics 3 International Journal of Energy Economics and Policy : IJEEP 3 International journal of forecasting 3 International journal of production research 3 International journal of theoretical and applied finance 3 RePAd Working Paper Series 3 Risks 3 Statistical Papers / Springer 3 Working paper / National Bureau of Economic Research, Inc. 3 Annals of actuarial science : publ. by the Institute of Actuaries and the Faculty of Actuaries 2 Applied Energy 2 Applied mathematical finance 2 Bayesian model comparison 2 CeMMAP working papers 2 Cowles Foundation discussion paper 2 Decision analytics journal 2 Discussion paper / Centre for Economic Policy Research 2 IMF Working Papers 2
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Source
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ECONIS (ZBW) 218 RePEc 105 EconStor 23 BASE 3 Other ZBW resources 3 USB Cologne (EcoSocSci) 1
Showing 201 - 210 of 353
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Kriging in Multi-response Simulation, including a Monte Carlo Laboratory (Replaced by 2014-012)
Kleijnen, Jack P.C.; Mehdad, E. - Tilburg University, Center for Economic Research - 2012
univariate or multivariate Kriging (Gaussian Process) models. Univariate Kriging may use a popular MATLAB Kriging toolbox called …
Persistent link: https://www.econbiz.de/10011091582
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Convex and Monotonic Bootstrapped Kriging
Kleijnen, Jack P.C.; Mehdad, E.; van Beers, W.C.M. - Tilburg University, Center for Economic Research - 2012
bootstrapped Kriging (Gaussian process) metamodels; we require these metamodels to be either convex or monotonic. To illustrate …
Persistent link: https://www.econbiz.de/10011092190
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On the stick–breaking representation of normalized inverse Gaussian priors
Favaro, Stefano; Lijoi, Antonio; Prünster, Igor - Dipartimento di Scienze Economiche e Aziendali, … - 2012
Gaussian process and provide a completely explicit stick–breaking representation for it. Such a new result is of interest both …
Persistent link: https://www.econbiz.de/10010587723
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A nonparametric test of the leverage hypothesis
Linton, Oliver; Whang, Yoon-Jae; Yen, Yu-Min - Centre for Microdata Methods and Practice (CEMMAP) - 2012
The so-called leverage hypothesis is that negative shocks to prices/returns affect volatility more than equal positive shocks. Whether this is attributable to changing financial leverage is still subject to dispute but the terminology is in wide use. There are many tests of the leverage...
Persistent link: https://www.econbiz.de/10010570554
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A nonparametric test of the leverage hypothesis
Linton, Oliver; Whang, Yoon-jae; Yen, Yu-min - 2012
The so-called leverage hypothesis is that negative shocks to prices/returns affect volatility more than equal positive shocks. Whether this is attributable to changing financial leverage is still subject to dispute but the terminology is in wide use. There are many tests of the leverage...
Persistent link: https://www.econbiz.de/10009615540
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Asymptotic theory for the QMLE in GARCH-X models with stationary and non-stationary covariates
Han, Heejoon; Kristensen, Dennis - 2012
Persistent link: https://www.econbiz.de/10009537600
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Integration of Gaussian Processes and Particle Swarm Optimization for Very-Short Term Wind Speed Forecasting in Smart Power
Alamaniotis, Miltiadis; Karagiannis, Georgios - In: International Journal of Monitoring and Surveillance … 5 (2017) 3, pp. 1-14
wind speed is presented for very short-term prediction horizons. The methodology integrates multiple Gaussian process … forecasts are compared with those taken from single Gaussian process regressors as well from the integration of the same …
Persistent link: https://www.econbiz.de/10012046695
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Long-range dependence and self-similarity
Pipiras, Vladas; Taqqu, Murad S. - 2017
This modern and comprehensive guide to long-range dependence and self-similarity starts with rigorous coverage of the basics, then moves on to cover more specialized, up-to-date topics central to current research. These topics concern, but are not limited to, physical models that give rise to...
Persistent link: https://www.econbiz.de/10013285470
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Unobserved heterogeneity in income dynamics : an empirical Bayes perspective
Gu, Jiaying; Koenker, Roger - In: Journal of business & economic statistics : JBES ; a … 35 (2017) 1, pp. 1-16
Persistent link: https://www.econbiz.de/10011704086
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The econometrics of financial comovement
Silde, Erkki - 2017
Persistent link: https://www.econbiz.de/10011638898
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