Discovery Early Career Researcher Award - Grant ID: DE180100220

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DE180100220

Funding Status
Closed

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Funded Activity Summary

Statistics for manifold-valued data. This project aims to develop, and then implement, a new suite of fully flexible, interpretable and tractable models for manifold-valued data, along with robust and accurate estimation techniques for their parameters. Multivariate data with complicated constraints, such as manifold-valued data, is frequently encountered in the physical, biological and medical sciences, however it is difficult to define tractable statistical models and estimate their parameters due to the curvature and nonlinear geometry of the sample space. The outcomes of the project are of direct mathematical interest as well as having significant interest to science and business disciplines where manifold-valued data is commonly observed.

Funded Activity Details

Start Date: 01-03-2018

End Date: 31-12-2022

Funding Scheme: Discovery Early Career Researcher Award

Funding Amount: $369,075.00

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

Other Keywords

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

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