Not statistically significant, but still scientific

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The Difference between "Significant" and "Not Significant" Is Not Itself Statistically Significant

It is common to summarize statistical comparisons by declarations of statistical significance or non-significance. Here we discuss one problem with such declarations, namely that changes in statistical significance are often not themselves statistically significant. By this, we are not merely making the commonplace observation that any particular threshold is arbitrary—for example, only a small...

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Not significant but important.

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Most of us know less about statistics than we feel we should but, even as a scientist, it’s often not necessary to be an expert. When it comes to presenting your data, or reviewing someone else’s, however, it can help to have a ready reference at your fingertips. Before you run out and buy a textbook or ask advice from a colleague, take a look at what the web has to offer. Sites offering online...

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Statistically Significant Results

Fortunately, the probability that the process was simply a chance encounter can be calculated, and a minimum threshold of statistical significance can be set. If the results are obtained such that the probability that they are simply a chance process is less than this threshold of significance, then we can say the results have a high probability of not being due to chance. Note that the probabi...

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Finding Statistically Significant Attribute Interactions

In many data exploration tasks it is meaningful to identify groups of aŠribute interactions that are speci€c to a variable of interest. For instance, in a dataset where the aŠributes are medical markers and the variable of interest (class variable) is binary indicating presence/absence of disease, we would like to know which medical markers interact with respect to the binary class label. Œese ...

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ژورنال

عنوان ژورنال: Animal Sentience

سال: 2017

ISSN: 2377-7478

DOI: 10.51291/2377-7478.1247