Sentences with phrase «statistical testing framework»

Not exact matches

SWIF (r) brings several different statistical tests together into a single machine - learning framework.

The need for a systematic approach to tractography validation and for a framework to perform statistical model testing in individual brains has been claimed (Pestilli Nature: Scientific Data 2015).

In 1945, Herbert Simon published a classic article in the Journal of the American Statistical Association pointing out that the hypothesis testing framework is not suited to many common decisions.

In this framework, a research finding is less likely to be true when the studies conducted in a field are smaller; when effect sizes are smaller; when there is a greater number and lesser preselection of tested relationships; where there is greater flexibility in designs, definitions, outcomes, and analytical modes; when there is greater financial and other interest and prejudice; and when more teams are involved in a scientific field in chase of statistical significance.

The statistical hypothesis testing framework to which he alludes can not be taken literally outside controlled experiment settings.

A frequentist statistical test can not tell you the probability that a particular hypothesis is wrong because the frequentist framework defines probabilities in terms of long - run frequencies (hence the name) and the correctness of a particular hypothesis does not have a long run frequency, it is either true or it isn't.