One Meaning of “Statistical Analysis”

One of the things that interests me is all the ways that “statistical analysis” can be defined, even within the confines of a relatively nascent domain like text analytics. Of course, being nascent also means that things are not yet defined. Moreover, as a domain, text analytics is emerging at the intersection of a number of fields. Some of the differences about assumptions of what were the applicable dimensions of statistics, let alone mathematics, were quite striking at this year’s Culture Analytics program at UCLA’s Institute for Pure and Applied Mathematics.

Below is a recent request posted on The Humanist that I am capturing here as another entry in this area:

The work will involve investigating the temporal relationships between
spoken and gesture events, so experience with methods for conducting
statistical analysis (correlation, t-test, anova, hypothesis testing) are expected.

In addition, the preferred workflow is as follows:

Ideally, the work will be done in Python (ideally using pandas), but if people prefer using R, I’d be happy to hear from them.

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