Brendan O'Connor at, AI and Social Science has looked at a number of packages with which people might do statistical and related manipulations and computations, and compares them. Having used five of them (STATA and the items in the Python group being the exceptions, though I have had "try these out" on my agenda for some time), I agree broadly with what was said about the packages I have experience with - which suggests to me I can probably take seriously the assessment of the remainder.
A very handy and compact comparison. If you use statistics, take a look.
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