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I'm looking for a Python package that can compute either/both bootstrapped confidence intervals and perform non-parametric multiple dataset comparisons. Does anyone know of one?

StupidWolf
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Randy Olson
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1 Answers1

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With the help of my lab mates, I found packages for all the statistics I would need.

Bootstrapped CIs: http://scikits.appspot.com/bootstrap

ANOVA: http://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.f_oneway.html

I hope this is helpful for anyone else who finds themselves in my shoes!

Randy Olson
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  • ANOVA is **parametric**, though; see, e.g., [GraphPad's checklist](http://www.graphpad.com/guides/prism/7/statistics/index.htm?stat_checklist_1wayanova.htm) for the assumptions. This being said, parametric tests can be used for non-normal data, see, e.g., [Minitab's advice](http://blog.minitab.com/blog/adventures-in-statistics/choosing-between-a-nonparametric-test-and-a-parametric-test). – Ulrich Stern May 19 '16 at 18:23
  • just fyi http://scikits.appspot.com/bootstrap is a dead link, it is 8 years later though.. – Joey Jul 30 '20 at 14:13