Discovery Projects - Grant ID: DP140100441

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP140100441

Funding Status
Closed

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Funded Activity Summary

Semiparametric Regression for Streaming Data. Semiparametric regression converts large and complex data-sets into interpretable summaries from which sound decisions can be made. This project tackles semiparametric regression analysis of streaming data - where the data are so voluminous that they may not be storable in standard computer memory and therefore need to be processed rapidly on arrival and then discarded. Effective solutions necessitate a rethinking of semi-parametric regression and new approaches will be developed. The project will also develop novel theory and methodology for robotics applications. It will allow analysis of streaming and massive data sets that would not be possible using currently available methods, opening up new applications.

Funded Activity Details

Start Date: 20-02-2015

End Date: 31-12-2020

Funding Scheme: Discovery Projects

Funding Amount: $375,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Applied Statistics | Statistics not elsewhere classified | Statistical Theory | Statistics |

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in the Mathematical Sciences | Expanding Knowledge in Technology

Other Keywords

Applied Statistics | Expanding Knowledge in Technology | Expanding Knowledge in the Mathematical Sciences | Statistical Theory | Statistics | Statistics not elsewhere classified

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