564 search results - page 28 / 113 » Bayesian Parameter Estimation: A Monte Carlo Approach |
JMLR
2010
13 years 2 months ago
2010
We consider the problem of tactile discrimination, with the goal of estimating an underlying state parameter in a sequential setting. If the data is continuous and highdimensional...
CSB
2003
IEEE
14 years 19 days ago
2003
IEEE
We propose a statistical method for estimating a gene network based on Bayesian networks from microarray gene expression data together with biological knowledge including protein-...
AUTOMATICA
2002
13 years 7 months ago
2002
Probabilistic robustness analysis and synthesis for nonlinear systems with uncertain parameters are presented. Monte Carlo simulation is used to estimate the likelihood of system ...
ICMCS
2007
IEEE
14 years 1 months ago
2007
IEEE
Particle filter is a sequential Monte Carlo method for object tracking in a recursive Bayesian filtering framework. The efficiency and accuracy of the particle filter depends on t...
AUTOMATICA
2010
13 years 7 months ago
2010
Linear System Identification yields a nominal model parameter, which minimizes a specific criterion based on the single inputoutput data set. Here we investigate the utility of va...