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bootstrapped confidence intervals #14

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DominiqueMakowski opened this issue Oct 20, 2019 · 6 comments
Open

bootstrapped confidence intervals #14

DominiqueMakowski opened this issue Oct 20, 2019 · 6 comments
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enhancement 💥 Implemented features can be improved or revised

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@DominiqueMakowski
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since we have several different types of correlations for which p values are not straightforward, would be nice to include a method for bootstrapped CI. Any advice?

@strengejacke
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Not sure, but isn't the approach simply the same as here?

https://github.com/easystats/parameters/blob/master/R/bootstrap_model.R

@strengejacke
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Or simply generate bootstrap replicates of the data (see https://github.com/strengejacke/sjstats/blob/master/R/bootstrap.R), then compute correlation function on the data and take quantiles from the results.

@strengejacke
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which functions actually might need bootstrapped CIs?

@DominiqueMakowski
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cor_test_freq and the ones relying on cor_to_ci, e.g., cor_test_biweight

@strengejacke strengejacke self-assigned this Feb 11, 2020
@strengejacke strengejacke added the enhancement 💥 Implemented features can be improved or revised label Feb 11, 2020
@DominiqueMakowski
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See also #36

@bwiernik
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See alse #181

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