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To overcome this drawback, the false discovery rate (FDR) has been introduced as a less stringent criterion leading to more powerful procedures.
Given the growing evidence of the importance of mental imagery in bias modification, we adapted our training procedure in line with these more powerful procedures [ 26, 33, 40].
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Sir Macfarlane Burnet considers it "one of the most significant medical features" of our time that "as a by-product of more and more powerful therapeutic procedures and the production of chemical substances outside of biological experiences, the normal protective barriers that kept mutagenic agents from the internal organs have been more and more frequently penetrated".
However, we obtain more powerful test procedures in many situations, using nonuniform kernels.
It is important to emphasize that the findings of this study are exploratory and not confirmatory; therefore interpretation of all hypothesis testing should be done with caution and merely indicate possible existing patterns that need to be validated in different datasets, perhaps using more powerful clustering procedures like latent class finite mixture modeling [ 13, 16- 18].
Combining this more powerful learning procedure with the excellent performance of the HAP/NSMS method may enhance the discrimination protocol and should be the subject of further research.
A more powerful classification procedure such as the ISAC program developed in the Penzcek lab may result in higher-quality class averages and aid the analysis.
Magnetic resonance systems are becoming more powerful and interventional procedures are now possible.
The inflation factor needed to let the combination procedure be more powerful than the pooling procedure was found to be between 1.4 and 1.6.
An α-adjustment (0.05) for multiple testing was performed by means of the Holm procedure, a more powerful approach than the Bonferroni procedure.
However, the statistics' behaviour changed radically depending on the rate of the procedure, and were more powerful when a high-rate procedure was considered.
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