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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 301 - 310 of 353
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Model-based likelihood ratio confidence intervals for survival functions
Subramanian, Sundarraman - In: Statistics & Probability Letters 82 (2012) 3, pp. 626-635
We introduce an adjusted likelihood ratio procedure for computing pointwise confidence intervals for survival functions from censored data. The test statistic, scaled by a ratio of two variance quantities, is shown to converge to a chi-squared distribution with one degree of freedom. The...
Persistent link: https://www.econbiz.de/10010576158
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Variable selection and functional form uncertainty in cross-country growth regressions
Salimans, Tim - In: Journal of Econometrics 171 (2012) 2, pp. 267-280
new framework that makes such a joint treatment possible, using flexible nonlinear models specified by Gaussian process …
Persistent link: https://www.econbiz.de/10010588329
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Nonstationary modeling for multivariate spatial processes
Kleiber, William; Nychka, Douglas - In: Journal of Multivariate Analysis 112 (2012) C, pp. 76-91
We derive a class of matrix valued covariance functions where the direct and cross-covariance functions are Matérn. The parameters of the Matérn class are allowed to vary with location, yielding local variances, local ranges, local geometric anisotropies and local smoothnesses. We discuss...
Persistent link: https://www.econbiz.de/10010594221
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Fractional Brownian Motion as a Differentiable Generalized Gaussian Process
Zinde-Walsh, Victoria; Phillips, Peter C.B. - Cowles Foundation for Research in Economics, Yale University - 2003
random process and shown to possess a generalized derivative. The resulting process is a generalized Gaussian process with …
Persistent link: https://www.econbiz.de/10005593188
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Time-changed Poisson processes
Kumar, A.; Nane, Erkan; Vellaisamy, P. - In: Statistics & Probability Letters 81 (2011) 12, pp. 1899-1910
We consider time-changed Poisson processes, and derive the governing difference–differential equations (DDEs) for these processes. In particular, we consider the time-changed Poisson processes where the time-change is inverse Gaussian, or its hitting time process, and discuss the governing...
Persistent link: https://www.econbiz.de/10011040085
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Approximation of stationary solutions of Gaussian driven stochastic differential equations
Cohen, Serge; Panloup, Fabien - In: Stochastic Processes and their Applications 121 (2011) 12, pp. 2776-2801
Markovian SDEs, its initial random value and the driving Gaussian process are always dependent. However, under an integral …
Persistent link: https://www.econbiz.de/10010574708
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Extremes of the time-average of stationary Gaussian processes
De[combining cedilla]bicki, Krzysztof; Tabis, Kamil - In: Stochastic Processes and their Applications 121 (2011) 9, pp. 2049-2063
We study the exact asymptotics of , as u-->[infinity], where and {Z(t):t>=0} is a centered stationary Gaussian process …
Persistent link: https://www.econbiz.de/10009195268
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Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition
Andrawis, Robert R.; Atiya, Amir F.; El-Shishiny, Hisham - In: International Journal of Forecasting 27 (2011) 3, pp. 672-688
possible inclusion in the forecast combination system). The final model ended up consisting of neural networks, Gaussian … process regression, and linear models, combined by simple average. We also paid extra attention to the seasonality aspect …
Persistent link: https://www.econbiz.de/10010573813
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Classification and Categorical Inputs with Treed Gaussian Process Models
Broderick, Tamara; Gramacy, Robert - In: Journal of Classification 28 (2011) 2, pp. 244-270
Persistent link: https://www.econbiz.de/10009324806
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On estimation of delay location
Gushchin, Alexander; Küchler, Uwe - In: Statistical Inference for Stochastic Processes 14 (2011) 3, pp. 273-305
Persistent link: https://www.econbiz.de/10009325265
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