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High-Precision Phenotypic Estimates for Brain-Behaviour Association Analyses

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posted on 2025-10-31, 08:18 authored by Kane Terrance Pavlovich
This thesis aims to establish precise and reliable measurement approaches for the variables connecting brain activity to human behaviour. I find that refining brain imaging methods (through noise reduction techniques and brain connectivity estimators) has limited impact on strengthening the associations between brain and behaviour. Additionally, I show that a commonly used behavioural measure in brain-behaviour research lacks sufficient validity and reliability, leading to imprecise behavioural estimates. These findings suggest that refining behavioural measurement, rather than brain imaging techniques, may be key to uncovering robust and reliable brain-behaviour relationships.

History

Principal supervisor

Alexander Fornito

Additional supervisor 1

James Pang

Additional supervisor 2

Jeggan Tiego

Year of Award

2025

Department, School or Centre

Psychological Sciences

Campus location

Australia

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Medicine, Nursing and Health Sciences

Rights Statement

The author retains copyright of this thesis. It must only be used for personal non-commercial research, education and study. It must not be used for any other purposes and may not be transmitted or shared with others without prior permission. For further terms use the In Copyright link under the License field.

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    Faculty of Medicine, Nursing and Health Sciences Theses

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