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Grant Award View - GA2075-V1
Statistics for manifold-valued data
GA ID:
GA2075-V1
Agency:
Australian Research Council
Approval Date:
10-Nov-2017
Variation Publish Date:
2-Jul-2019
Variation Date:
2-Jul-2019
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
1-Mar-2018 to 25-Feb-2022
Value (AUD):
$396,637.00
(GST inclusive where applicable)
Varies:
GA2075
- Statistics for manifold-valued data
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 17/18 Discovery
Grant Program:
Discovery Early Career Researcher Award
Grant Activity:
Statistics for manifold-valued data
Purpose:
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.
Internal Reference ID:
DE18 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The Australian National University
Recipient ABN:
52 234 063 906
Grant Recipient Location
Suburb:
ACTON
Town/City:
ACTON
Postcode:
2601
State/Territory:
ACT
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
ACT
Postcode:
2601
Country:
AUSTRALIA