Website
http://dataportal.arc.gov.au/NCGP/API/grants/DP230100147
Funding Status
Active
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Funded Activity Summary
Mitigating bias in statistical analyses of data collected over time. This project aims to develop innovative nonparametric distribution and regression curve estimation techniques from data collected over time. These curves are key statistical tools for describing populations, but often, their estimators are inefficient when the data are massive, growing and change over time, or too restrictive when the data exhibit measurement errors and a fraction of them are equal to zero. The project expects to develop novel, less restrictive and more realistic nonparametric curve estimation methods in these complex settings. Outcomes include new practical statistical methods and software to benefit experts in diverse fields from nutrition and epidemiology, to environmental science and digital platforms, amongst others.Funded Activity Details
Start Date: 03-2023
End Date: 03-2026
Funding Scheme: Discovery Projects
Funding Amount: $425,000.00
Funder: Australian Research Council
Research Topics
ANZSRC Field of Research (FoR)
Applied statistics | Statistics | Statistical theory
ANZSRC Socio-Economic Objective (SEO)
