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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 101 - 110 of 119
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PRICES AND SENSITIVITIES OF BARRIER AND FIRST-TOUCH DIGITAL OPTIONS IN LÉVY-DRIVEN MODELS
BOYARCHENKO, MITYA; LEVENDORSKIĬ, SERGEI - In: International Journal of Theoretical and Applied … 12 (2009) 08, pp. 1125-1170
We present a fast and accurate FFT-based method of computing the prices and sensitivities of barrier options and first-touch digital options on stocks whose log-price follows a Lévy process. The numerical results obtained via our approach are demonstrated to be in good agreement with the...
Persistent link: https://www.econbiz.de/10008493065
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Extreme value theory for stochastic integrals of Legendre polynomials
Aue, Alexander; Horvth, Lajos; Huskov, Marie - In: Journal of Multivariate Analysis 100 (2009) 5, pp. 1029-1043
We study in this paper the extremal behavior of stochastic integrals of Legendre polynomial transforms with respect to Brownian motion. As the main results, we obtain the exact tail behavior of the supremum of these integrals taken over intervals [0,h] with h0 fixed, and the limiting...
Persistent link: https://www.econbiz.de/10005160442
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CLT for Lp moduli of continuity of Gaussian processes
Marcus, Michael B.; Rosen, Jay - In: Stochastic Processes and their Applications 118 (2008) 7, pp. 1107-1135
Let G={G(x),x[set membership, variant]R1} be a mean zero Gaussian process with stationary increments and set [sigma]2(x-y)=E(G(x)-G(y))2. Let f be a symmetric function with Ef2([eta])[infinity], where [eta]=N(0,1). When [sigma]2(s) is concave or when [sigma]2(s)=sr, 1r=3/2, where...
Persistent link: https://www.econbiz.de/10008873972
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Estimating the Hurst Parameter
Berzin, Corinne; León, José - In: Statistical Inference for Stochastic Processes 10 (2007) 1, pp. 49-73
Persistent link: https://www.econbiz.de/10005616033
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PRICING OF FIRST TOUCH DIGITALS UNDER NORMAL INVERSE GAUSSIAN PROCESSES
KUDRYAVTSEV, OLEG; LEVENDORSKIǏ, SERGEI - In: International Journal of Theoretical and Applied … 09 (2006) 06, pp. 915-949
We calculate prices of first touch digitals under normal inverse Gaussian (NIG) processes, and compare them to prices in the Brownian model and double exponential jump-diffusion model. Numerical results are produced to show that for typical parameters values, the relative error of the Brownian...
Persistent link: https://www.econbiz.de/10004971745
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Exactly solvable nonlinear model with two multiplicative Gaussian colored noises
Vitrenko, A.N. - In: Physica A: Statistical Mechanics and its Applications 359 (2006) C, pp. 65-74
An overdamped system with a linear restoring force and two multiplicative colored noises is considered. Noise amplitudes depend on the system state x as x and |x|α. An exactly soluble model of a system is constructed due to consideration of a specific relation between noises. Exact expressions...
Persistent link: https://www.econbiz.de/10011060501
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Estimating Some Characteristics of the Conditional Distribution in Nonparametric Functional Models
Ferraty, Frédéric; Laksaci, Ali; Vieu, Philippe - In: Statistical Inference for Stochastic Processes 9 (2006) 1, pp. 47-76
Persistent link: https://www.econbiz.de/10005169127
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Effective Markovian approximation for non-Gaussian noises: a path integral approach
Fuentes, M.A.; Wio, Horacio S.; Toral, Raúl - In: Physica A: Statistical Mechanics and its Applications 303 (2002) 1, pp. 91-104
We have analyzed diffusion in a double well potential driven by a colored non-Gaussian noise. Using a path-integral approach we have obtained a consistent Markovian approximation to the initially non-Markovian problem. Such an approximation allows us to get analytical expressions for the...
Persistent link: https://www.econbiz.de/10011058420
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Stochastic volatility, jumps and hidden time changes
Yor, Marc; Madan, Dilip B.; Geman, Hélyette - In: Finance and Stochastics 6 (2002) 1, pp. 63-90
Stochastic volatility and jumps are viewed as arising from Brownian subordination given here by an independent purely discontinuous process and we inquire into the relation between the realized variance or quadratic variation of the process and the time change. The class of models considered...
Persistent link: https://www.econbiz.de/10005613455
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Mixture results for extremal behaviour of strongly dependent nonstationary Gaussian sequences
Temido, M. Graça - In: TEST: An Official Journal of the Spanish Society of … 9 (2000) 2, pp. 439-453
Persistent link: https://www.econbiz.de/10005390609
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