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» Nonparametric estimation for a stochastic volatility model
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ICCS
2001
Springer
13 years 9 months ago
On the Use of Quasi-Monte Carlo Methods in Computational Finance
We give the background and required tools for applying quasi-Monte Carlo methods efficiently to problems in computational finance, and survey recent developments in this field. W...
Christiane Lemieux, Pierre L'Ecuyer
IOR
2006
192views more  IOR 2006»
13 years 5 months ago
Exact Simulation of Stochastic Volatility and Other Affine Jump Diffusion Processes
The stochastic differential equations for affine jump diffusion models do not yield exact solutions that can be directly simulated. Discretization methods can be used for simulati...
Mark Broadie, Özgür Kaya
HICSS
2002
IEEE
119views Biometrics» more  HICSS 2002»
13 years 10 months ago
An Inverse-Quantile Function Approach for Modeling Electricity Price
We propose a class of alternative stochastic volatility models for electricity prices using the quantile function modeling approach. Specifically, we fit marginal distributions ...
Shi-Jie Deng, Wenjiang Jiang
PRDC
2000
IEEE
13 years 8 months ago
Statistical non-parametric algorithms to estimate the optimal software rejuvenation schedule
In this paper, we extend the classical result by Huang, Kintala, Kolettis and Fulton (1995), and in addition propose a modified stochastic model to determine the software rejuvena...
Tadashi Dohi, Katerina Goseva-Popstojanova, Kishor...
NC
2002
196views Neural Networks» more  NC 2002»
13 years 5 months ago
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation
Second order statistics have formed the basis of learning and adaptation due to its appeal and analytical simplicity. On the other hand, in many realistic engineering problems requ...
Deniz Erdogmus, José Carlos Príncipe...