Discovery Projects - Grant ID: DP0346258

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP0346258

Funding Status
Closed

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Funded Activity Summary

Bayesian inference for complex regression models using mixtures. The project will use mixtures to flexibly model complex regression functions and will develop Bayesian methods for carrying out statistical inference on these models. The models will deal with both Gaussian and non-Gaussian data. Multiple explanatory variables are dealt with by mixing simple additives to produce flexible high dimensional function estimates. Variable selection and model averaging will be used to identify important variables and thus make the estimation more efficient. The methods will be extended to multivariate responses where account will taken be taken of the structure of the dependence between responses.

Funded Activity Details

Start Date: 31-07-2003

End Date: 30-06-2006

Funding Scheme: Discovery Projects

Funding Amount: $172,536.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Signal Processing | Simulation And Modelling | Artificial Intelligence and Image Processing | Statistical Theory

ANZSRC Socio-Economic Objective (SEO)

Prevention and treatment of pollution | Mathematical sciences |

Other Keywords

Artificial Intelligence and Image Processing | Mathematical sciences | Prevention and treatment of pollution | Signal Processing | Simulation And Modelling | Statistical Theory

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