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Grant Award View - GA2580-V1
Dimension reduction and model selection for statistically challenging...
GA ID:
GA2580-V1
Agency:
Australian Research Council
Approval Date:
10-Nov-2017
Variation Publish Date:
16-Jul-2019
Variation Date:
16-Jul-2019
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
13-Apr-2018 to 12-Apr-2021
Value (AUD):
$359,083.00
(GST inclusive where applicable)
Varies:
GA2580
- Dimension reduction and model selection for statistically challenging data
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 17/18 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Dimension reduction and model selection for statistically challenging data
Purpose:
This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse these kinds of data. This will provide a significant improvement in the statistical model building in areas such as epidemiology, chemical and ecological sciences. The project is timely because of the increasing collection of large-dimensional, complex, correlated data sets in these and many other fields.
Internal Reference ID:
DP18 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