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  • Search: subject_exact:"Gaussian process"
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Year of publication
Subject
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Gaussian process 219 Gauß-Prozess 109 Stochastischer Prozess 67 Stochastic process 65 Theorie 60 Theory 59 Estimation theory 47 Schätztheorie 47 Bayesian inference 33 Bayes-Statistik 32 Regression analysis 20 Regressionsanalyse 20 Forecasting model 17 Prognoseverfahren 17 Simulation 17 Bootstrap approach 16 Bootstrap-Verfahren 16 Kriging 16 Nichtparametrisches Verfahren 15 Nonparametric statistics 15 Statistische Verteilung 15 Time series analysis 15 Zeitreihenanalyse 15 Gaussian process regression 14 Maximum likelihood estimation 14 Modellierung 14 Scientific modelling 14 Statistical distribution 14 Gaussian Process 13 Maximum-Likelihood-Schätzung 13 Artificial intelligence 12 Künstliche Intelligenz 12 Zinsstruktur 12 Yield curve 11 Mathematical programming 10 Mathematische Optimierung 10 Distribution function 8 Spatial statistics 8 Statistischer Test 8 VAR model 8
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Online availability
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Free 121 Undetermined 94 CC license 10
Type of publication
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Article 125 Book / Working Paper 115
Type of publication (narrower categories)
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Working Paper 73 Article in journal 67 Aufsatz in Zeitschrift 67 Graue Literatur 67 Non-commercial literature 67 Arbeitspapier 65 Aufsatz im Buch 7 Book section 7 Hochschulschrift 5 Article 4 Thesis 4 Collection of articles written by one author 1 Sammlung 1 research-article 1
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Language
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English 183 Undetermined 55 French 1 Russian 1
Author
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Kleijnen, Jack P. C. 14 Chernozhukov, Victor 12 Linton, Oliver 10 Whang, Yoon-Jae 7 Belloni, Alexandre 6 Fiorentini, Gabriele 6 Mehdad, Ehsan 6 Sentana, Enrique 6 Chetverikov, Denis 5 Cho, Jin Seo 5 Kato, Kengo 5 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 Beers, Wim C. M. van 3 Dearmon, Jacob 3 Giudici, Paolo 3 Guvenen, Fatih 3 Hall, Peter 3 Han, Heejoon 3 Härdle, Wolfgang 3 Kleinow, Torsten 3 Kristensen, Dennis 3 Lee, Sokbae 3 Liesenfeld, Roman 3 Madera, Rocio 3 Ozkan, Serdar 3 Phillips, Peter C. B. 3 Schmidt, Peter 3 Smith, Tony E. 3 Subramanian, Sundarraman 3 Tjostheim, Dag 3 Vogler, Jan 3 Whang, Yoon-jae 3 Xu, Xiaojie 3 Yen, Yu-min 3
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Institution
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Tilburg University, Center for Economic Research 4 Cowles Foundation for Research in Economics, Yale University 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 Berkeley Electronic Press 1 Department of Economics and Business, Universitat Pompeu Fabra 1 Départment des sciences administratives, Université du Québec en Outaouais (UQO) 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 Sonderforschungsbereich 373, Quantifikation und Simulation ökonomischer Prozesse, Wirtschaftswissenschaftliche Fakultät 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 13 Discussion paper / Center for Economic Research, Tilburg University 12 Journal of business & economic statistics : JBES ; a publication of the American Statistical Association 6 Journal of econometrics 5 Stochastic Processes and their Applications 5 Annals of the Institute of Statistical Mathematics 4 Discussion Paper / Tilburg University, Center for Economic Research 4 Journal of Multivariate Analysis 4 Statistical Inference for Stochastic Processes 4 Statistics & Probability Letters 4 cemmap working paper 4 CEMFI working paper 3 CREATES research paper 3 Computational Statistics & Data Analysis 3 Cowles Foundation Discussion Papers 3 European journal of operational research : EJOR 3 International journal of forecasting 3 Operations research 3 Statistical Papers / Springer 3 Working paper / National Bureau of Economic Research, Inc. 3 Bayesian model comparison 2 CeMMAP working papers 2 Cowles Foundation discussion paper 2 Discussion paper / Centre for Economic Policy Research 2 IMF Working Papers 2 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 2 IRTG 1792 Discussion Paper 2 Insurance / Mathematics & economics 2 International Journal of Energy Economics and Policy : IJEEP 2 International journal of production research 2 Journal of Global Optimization 2 NBER working paper series 2 Physica A: Statistical Mechanics and its Applications 2 Risks : open access journal 2 Spatial econometrics: qualitative and limited dependent variables 2 TEST: An Official Journal of the Spanish Society of Statistics and Operations Research 2 Tinbergen Institute research series 2 Working paper / Indian Institute of Management, Ahmedabad 2 AStA Advances in Statistical Analysis 1 American economic review 1
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Source
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ECONIS (ZBW) 160 RePEc 64 EconStor 12 BASE 2 USB Cologne (EcoSocSci) 1 Other ZBW resources 1
Showing 1 - 10 of 240
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Predicting wholesale edible oil prices through Gaussian process regressions tuned with Bayesian optimization and cross-validation
Jin, Bingzi; Xu, Xiaojie - In: Asian journal of economics and banking : AJEB 9 (2025) 1, pp. 64-82
Purpose - Developing price forecasts for various agricultural commodities has long been a significant undertaking for a variety of agricultural market players. The weekly wholesale price of edible oil in the Chinese market over a ten-year period, from January 1, 2010 to January 3, 2020, is the...
Persistent link: https://www.econbiz.de/10015339298
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GMM estimation with Brownian kernels applied to income inequality measurement
Cho, Jin Seo; Phillips, Peter C. B. - 2024
Persistent link: https://www.econbiz.de/10015077115
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Consumption dynamics and welfare under non-Gaussian earnings risk
Guvenen, Fatih; Ozkan, Serdar; Madera, Rocio - 2024
Recent empirical studies document that the distribution of earnings changes displays substantial deviations from lognormality: in particular, earnings changes are negatively skewed with extremely high kurtosis (long and thick tails), and these non-Gaussian features vary substantially both over...
Persistent link: https://www.econbiz.de/10014543845
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Consumption dynamics and welfare under non-Gaussian earnings risk
Guvenen, Fatih; Madera, Rocio; Ozkan, Serdar - 2024
Persistent link: https://www.econbiz.de/10014521342
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Posterior manifolds over prior parameter regions : beyond pointwise sensitivity assessments for posterior statistics from MCMC inference
Jacobi, Liana; Kwok, Chun Fung; Ramírez Hassan, Andrés; … - In: Studies in nonlinear dynamics and econometrics : SNDE ; … 28 (2024) 2, pp. 403-434
Persistent link: https://www.econbiz.de/10014631952
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Efficient global optimization and the zero-gradient condition, in expensive simulation
Angün, Mevlüde Ebru; Kleijnen, Jack P. C. - 2024
Persistent link: https://www.econbiz.de/10015101609
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Optimization of system dynamics models : a novel methodology
Angün, Mevlüde Ebru; Kleijnen, Jack P. C.; Smits, Martin - 2023
Persistent link: https://www.econbiz.de/10014439377
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Modeling the interest rates term structure using Machine Learning : a Gaussian process regression approach
Delucchi, Alessio; Giribone, Pier Giuseppe - In: Risk management magazine 18 (2023) 3, pp. 16-35
The correct modeling of the interest rates term structure should definitely be considered an aspect of primary importance since the forward rates and the discount factors used in any financial and risk analysis are calculated from such structure. The turbulence of the markets in recent years,...
Persistent link: https://www.econbiz.de/10014491969
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A Gaussian process regression machine learning model for forecasting retail property prices with Bayesian optimizations and cross-validation
Xu, Xiaojie; Zhang, Yun - In: Decision analytics journal 8 (2023), pp. 1-12
The real estate market in China has been growing rapidly during the past decade, with different property price patterns across various regions. Among different types of properties, prices of retail properties have not been sufficiently analyzed. This study focuses on forecasting problems of...
Persistent link: https://www.econbiz.de/10014516551
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Understanding models and model bias with Gaussian processes
Cook, Thomas R.; Palmer, Nathan M. - 2023
Persistent link: https://www.econbiz.de/10014317533
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