There is something wrong in the state of scientific research. It would be nice if it was not significant, but in fact it is. In fact, those words are apt choices as a paper in Nature has reported on misuse of significance tests. Basically if something passes a significance test and something fails a significance test, you cannot say that the difference between the two levels of significance is, of itself, significant. (with me?). However, this error turns up repeatedly. The subject matter is neuroscience, but why should it just occur in this field? I bet a lot of researchers are checking through their work.
The original paper is here:
http://www.nature.com/neuro/journal/v14/n9/full/nn.2886.html
Commentary from Bad Science is here:
http://www.badscience.net/2011/10/what-if-academics-were-as-dumb-as-quacks-with-statistics/#more-2405
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