https://ogma.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 Improving Statistical Analysis in Team Science: The Case of a Bayesian Multiverse of Many Labs 4 https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52610 Wed 21 Feb 2024 15:27:33 AEDT ]]> The relevance of rich club regions for functional outcome post-stroke is enhanced in women https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52122  2) was modeled in a Bayesian logistic regression framework. Effects of individual brain regions were captured as two compound effects for (i) six bilateral rich club and (ii) all further non-rich club regions. In spatial specificity analyses, we randomized the split into "rich club" and "non-rich club" regions and compared the effect of the actual rich club regions to the distribution of effects from 1000 combinations of six random regions. In sex-specific analyses, we introduced an additional hierarchical level in our model structure to compare male and female-specific rich club effects. A total of 822 patients (age: 64.7[15.0], 39% women) were analyzed. Rich club regions had substantial relevance in explaining unfavorable functional outcome (mean of posterior distribution: 0.08, area under the curve: 0.8). In particular, the rich club-combination had a higher relevance than 98.4% of random constellations. Rich club regions were substantially more important in explaining long-term outcome in women than in men. All in all, lesions in rich club regions were associated with increased odds of unfavorable outcome. These effects were spatially specific and more pronounced in women.]]> Thu 28 Sep 2023 15:03:53 AEST ]]> The role of passing time in decision-making https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:37356 Thu 15 Oct 2020 14:19:21 AEDT ]]> A Bayesian approach for estimating the probability of trigger failures in the stop-signal paradigm https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:32411 Mon 23 Sep 2019 14:02:23 AEST ]]>