Discovery Projects - Grant ID: DP160104292

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP160104292

Funding Status
Active

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Funded Activity Summary

Generalised Degrees of Freedom and Probabilistic Regularisation. This project intends to develop novel statistical tools for more accurate prediction by taking account of model complexity and uncertainties associated with the fitting procedure. The project also plans to develop a novel shrinkage approach via new penalty functions to avoid over-fitting and asymptotic properties. The key applications may include genetic studies where the number of predictors is large and biological experiments where multivariate and temporal data are often collected – for example economical breeding in animal and fish farming and more effectively detecting the genes of interest in genetic studies on human, animals and plants.

Funded Activity Details

Start Date: 01-01-2016

End Date: 31-12-2023

Funding Scheme: Discovery Projects

Funding Amount: $305,500.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Applied Statistics | Statistical Theory | Statistics |

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Environmental Sciences | Expanding Knowledge in the Mathematical Sciences | Expanding Knowledge in the Medical and Health Sciences

Other Keywords

Applied Statistics | Expanding Knowledge in the Environmental Sciences | Expanding Knowledge in the Mathematical Sciences | Expanding Knowledge in the Medical and Health Sciences | Statistical Theory | Statistics

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