Sciweavers

SAC
2008
ACM
13 years 4 months ago
ML estimation for factor analysis: EM or non-EM?
Jian-Hua Zhao, Philip L. H. Yu, Qibao Jiang
SAC
2008
ACM
13 years 4 months ago
SiZer Map for inference with additive models
Wenceslao González-Manteiga, M. D. Mart&iac...
SAC
2008
ACM
13 years 4 months ago
Bayesian inference for a discretely observed stochastic kinetic model
The ability to infer parameters of gene regulatory networks is emerging as a key problem in systems biology. The biochemical data are intrinsically stochastic and tend to be observ...
Richard J. Boys, Darren J. Wilkinson, Thomas B. L....
SAC
2008
ACM
13 years 4 months ago
Computational methods for complex stochastic systems: a review of some alternatives to MCMC
We consider analysis of complex stochastic models based upon partial information. MCMC and reversible jump MCMC are often the methods of choice for such problems, but in some situ...
Paul Fearnhead
SAC
2008
ACM
13 years 4 months ago
A mixture model for random graphs
Jean-Jacques Daudin, Franck Picard, Stéphan...
SAC
2008
ACM
13 years 4 months ago
Output-sensitive algorithms for Tukey depth and related problems
The Tukey depth (Tukey 1975) of a point p with respect to a finite set S of points is the minimum number of elements of S contained in any closed halfspace that contains p. Algori...
David Bremner, Dan Chen, John Iacono, Stefan Lange...
SAC
2008
ACM
13 years 4 months ago
Particle methods for maximum likelihood estimation in latent variable models
Standard methods for maximum likelihood parameter estimation in latent variable models rely on the Expectation-Maximization algorithm and its Monte Carlo variants. Our approach is ...
Adam M. Johansen, Arnaud Doucet, Manuel Davy
SAC
2008
ACM
13 years 4 months ago
Local linear regression with adaptive orthogonal fitting for the wind power application
For short-term forecasting of wind generation, a necessary step is to model the function for the conversion of meteorological variables (mainly wind speed) to power production. Su...
Pierre Pinson, Henrik Aalborg Nielsen, Henrik Mads...