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Added pivot confidence intervals#2

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marcoBmota8 wants to merge 8 commits into
ComputationalMedicineLab:masterfrom
marcoBmota8:master
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Added pivot confidence intervals#2
marcoBmota8 wants to merge 8 commits into
ComputationalMedicineLab:masterfrom
marcoBmota8:master

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@marcoBmota8

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I added the possibility of retrieving pivot based confidence intervals instead of empirical ones (based on quantiles) from the bootstrapped samples. These have better statistical properties and are more accurate, see Duke stats lecture notes on CIs

@marcoBmota8

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I also:

  • Replaced numpy.bool and numpy.int for bool and int since the former are deprecated.
  • Parallelized the bootstrapping resampling function to enable faster multi-thread computations.

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