03:05
> A common problem in experimental science is if the analysis of a data set yields no significant result even though there is a strong prior belief that the effect exists. In this case, overfitting can help, a technique that has become common practice in psychology and neuroimaging.
> We present The Overfitting Toolbox (TOT), a set of computational tools that allow to systematically exploit multiple model estimation, parallel statistical testing, varying statistical thresholds and other techniques that allow to increase the number of positive inferences.
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