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These methods yield statistical parametric maps of changes in cerebral blood flow (CBF) elicited by cognitive tasks.
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If different weight elicitation methods can be used within the same modelling framework, the research question arises whether different methods yield significantly (in statistical sense) different results in terms of weights.
The results displayed in Figure 1 demonstrate that, when there is no imbalance at baseline (i.e. Z T ′ − Z C ′ = 0 ), all three statistical methods yield the same unbiased estimate of treatment effect, irrespective of the level of ZY correlation or the standardized effect size.
Both methods yield similar results.
Both methods yield the same clustering result.
The hypothesis that the different statistical methods yielded similar reliabilities was also supported.
All three normalization methods yielded similar results in terms of statistical significance (P-value < 0.05) and fold changes (FC magnitude > 1.5).
Most importantly, it is demonstrated that a current protocol, normalization, and statistical method yield transitive results that are correlated in direction and magnitude with direct results.
Both methods yielded similar PMF profiles.
Both methods yielded the same results.
The methods yielded similar results.
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