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  • Search: subject:"Gaussian Processes"
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Year of publication
Subject
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Gaussian processes 68 Stochastischer Prozess 26 Stochastic process 25 Theorie 18 Theory 17 Artificial intelligence 16 Künstliche Intelligenz 13 Option pricing theory 9 Optionspreistheorie 9 Gaussian Processes 7 Volatility 7 Bayes-Statistik 6 Bayesian inference 6 Forecasting model 6 Nichtparametrisches Verfahren 6 Nonparametric statistics 6 Prognoseverfahren 6 Portfolio selection 5 Portfolio-Management 5 Statistical distribution 5 Statistische Verteilung 5 Volatilität 5 machine learning 5 nonparametric estimation 5 Bayesian inverse problems 4 Estimation theory 4 Lepski's method 4 Lévy processes 4 Normal Inverse Gaussian processes 4 Schätztheorie 4 data-driven method 4 honest confidence bands 4 multiplier method 4 posterior consistency 4 Bankruptcy prediction 3 Bayesian nonparametrics 3 CAPM 3 CGMY model 3 Carr's randomization 3 Central Limit Theorem 3
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Online availability
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Undetermined 65 Free 43 CC license 2
Type of publication
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Article 85 Book / Working Paper 34
Type of publication (narrower categories)
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Article in journal 32 Aufsatz in Zeitschrift 32 Working Paper 9 Graue Literatur 6 Non-commercial literature 6 Arbeitspapier 5 Article 3 Hochschulschrift 1 Thesis 1
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Language
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Undetermined 64 English 55
Author
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Podolskij, Mark 5 Barndorff-Nielsen, Ole E. 4 Chernozhukov, Victor 4 Chetverikov, Denis 4 Corcuera, José Manuel 4 Florens, Jean-Pierre 4 Kato, Kengo 4 Simoni, Anna 4 Abudu, Bolanle 3 Benassi, Albert 3 Bianchi, Michele Leonardo 3 Cohen, Serge 3 Istas, Jacques 3 Tassinari, Gian Luca 3 Aue, Alexander 2 BOYARCHENKO, MITYA 2 Branke, Juergen 2 Breunig, Christoph 2 Dew, Ryan 2 Drobne, Samo 2 Eidsvik, Jo 2 Heger, Jens 2 Hidalgo, Javier 2 Hildebrandt, Torsten 2 LEVENDORSKIĬ, SERGEI 2 León, José 2 Liu, Ruixuan 2 Lloyd, James Robert 2 Madan, Dilip B. 2 Marcus, Michael B. 2 Martínez, Serafín 2 Morales-Enciso, Sergio 2 Nourdin, Ivan 2 Peccati, Giovanni 2 Peña, Tonatiuh 2 Piterbarg, V.I. 2 Protassov, V. 2 Rosen, Jay 2 Scholz-Reiter, Bernd 2 Yamazaki, Akira 2
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Institution
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School of Economics and Management, University of Aarhus 5 Erasmus University Rotterdam, Econometric Institute 2 Faculteit der Economische Wetenschappen, Erasmus Universiteit Rotterdam 2 London School of Economics (LSE) 2 Suntory and Toyota International Centres for Economics and Related Disciplines, LSE 2 Volkswirtschaftliche Fakultät, Ludwig-Maximilians-Universität München 2 Banco de México 1 EERC Research Network, Russia and CIS 1 HAL 1 Institut d'Économie Industrielle (IDEI), Toulouse School of Economics (TSE) 1 International Monetary Fund (IMF) 1 Slovensko društvo informatika 1 Théorie Économique, Modélisation, Application (THEMA), Université de Cergy-Pontoise 1 Toulouse School of Economics (TSE) 1 Økonomisk institutt, Universitetet i Oslo 1
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Published in...
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Stochastic Processes and their Applications 9 Statistical Inference for Stochastic Processes 8 Statistics & Probability Letters 6 CREATES Research Papers 5 Computational Statistics & Data Analysis 4 International Journal of Theoretical and Applied Finance (IJTAF) 4 International journal of theoretical and applied finance 4 Quantitative finance 4 Annals of the Institute of Statistical Mathematics 3 Physica A: Statistical Mechanics and its Applications 3 CEMMAP working papers / Centre for Microdata Methods and Practice 2 Econometric Institute Report 2 Econometric Institute Research Papers 2 European journal of operational research : EJOR 2 Insurance / Mathematics & economics 2 International journal of forecasting 2 Journal of Multivariate Analysis 2 Journal of marketing research 2 LSE Research Online Documents on Economics 2 MPRA Paper 2 STICERD - Econometrics Paper Series 2 The journal of computational finance 2 cemmap working paper 2 ASTIN bulletin : the journal of the International Actuarial Association 1 Advances in Data Analysis and Classification 1 Applied Energy 1 Astin bulletin : the journal of the International Actuarial Association 1 Business Systems Research (BSR) 1 Business systems research : a system view accross technology & economics : the journal of Society for Advancing Innovation and Research in Economy 1 Central European journal of operations research : CEJOR ; official journal of the Austrian, Croatian, Czech, Hungarian, Slovakian and Slovenian OR Societies 1 Computational Statistics 1 Decision analysis : a journal of the Institute for Operations Research and the Management Sciences, INFORMS 1 EERC Working Paper Series 1 Econometrica 1 Econometrica : journal of the Econometric Society, an international society for the advancement of economic theory in its relation to statistics and mathematics 1 Economics working paper series 1 Empirical economics : a quarterly journal of the Institute for Advanced Studies 1 European Journal of Operational Research 1 Finance and Stochastics 1 IDEI Working Papers 1
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Source
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RePEc 72 ECONIS (ZBW) 39 EconStor 7 BASE 1
Showing 41 - 50 of 119
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Statistical emulators for pricing and hedging longevity risk products
Risk, J.; Ludkovski, M. - In: Insurance / Mathematics & economics 68 (2016), pp. 45-60
Persistent link: https://www.econbiz.de/10011492443
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Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times
Heger, Jens; Branke, Jürgen; Hildebrandt, Torsten; … - In: International journal of production research 54 (2016) 21/22, pp. 6812-6824
Persistent link: https://www.econbiz.de/10011565903
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Quantitative Breuer-Major Theorems
Nourdin, Ivan; Peccati, Giovanni; Podolskij, Mark - School of Economics and Management, University of Aarhus - 2010
We consider sequences of random variables of the type $S_n= n^{-1/2} \sum_{k=1}^n f(X_k)$, $n\geq 1$, where $X=(X_k)_{k\in \Z}$ is a $d$-dimensional Gaussian process and $f: \R^d \rightarrow \R$ is a measurable function. It is known that, under certain conditions on $f$ and the covariance...
Persistent link: https://www.econbiz.de/10008552197
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Limit theorems for functionals of higher order differences of Brownian semi-stationary processes
Barndorff-Nielsen, Ole E.; Corcuera, José Manuel; … - School of Economics and Management, University of Aarhus - 2009
We present some new asymptotic results for functionals of higher order differences of Brownian semi-stationary processes. In an earlier work [4] we have derived a similar asymptotic theory for first order differences. However, the central limit theorems were valid only for certain values of the...
Persistent link: https://www.econbiz.de/10008556267
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Multipower Variation for Brownian Semistationary Processes
Barndorff-Nielsen, Ole E.; Corcuera, José Manuel; … - School of Economics and Management, University of Aarhus - 2009
application to realised variance ratio are given. Keywords: Central Limit Theorem; Gaussian Processes; Intermittency … authors considered the case of centered stationary Gaussian processes X; this relates to the BSS setting with con- stant) and …, t = . This is a special case of the class of stationary Gaussian processes discussed by 17 O.E. Barndor -Nielsen, J …
Persistent link: https://www.econbiz.de/10004991540
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Predicción de bancarrota: Una comparación de técnicas estadísticas y de aprendizaje supervisado para computadora
Pena Centeno, Tonatiuh; Martinez Jaramillo, Serafin; … - Volkswirtschaftliche Fakultät, … - 2009
regression, least-squares support vector machines and different instances of Gaussian processes (GP's) -that is GP's classifiers …
Persistent link: https://www.econbiz.de/10008545981
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Bankruptcy Prediction: A Comparison of Some Statistical and Machine Learning Techniques
Peña, Tonatiuh; Martínez, Serafín; Abudu, Bolanle - Banco de México - 2009
regression, least-squares support vector machines and different instances of Gaussian processes (GP's) -that is GP's classifiers …
Persistent link: https://www.econbiz.de/10008495340
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Bankruptcy prediction: A comparison of some statistical and machine learning techniques
Peña, Tonatiuh; Martínez, Serafín; Abudu, Bolanle - 2009
regression, least-squares support vector machines and different instances of Gaussian processes (GP's) - that is GP's classifiers …
Persistent link: https://www.econbiz.de/10010322572
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Representation of self-similar Gaussian processes
Yazigi, Adil - In: Statistics & Probability Letters 99 (2015) C, pp. 94-100
-similar Gaussian processes. …
Persistent link: https://www.econbiz.de/10011208326
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Tracking global optima in dynamic environments with efficient global optimization
Morales-Enciso, Sergio; Branke, Juergen - In: European Journal of Operational Research 242 (2015) 3, pp. 744-755
Many practical optimization problems are dynamically changing, and require a tracking of the global optimum over time. However, tracking usually has to be quick, which excludes re-optimization from scratch every time the problem changes. Instead, it is important to make good use of the history...
Persistent link: https://www.econbiz.de/10011190776
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