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std_selected(): Should bootstrap SEs be reported if bootstrapping is requested? #99

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sfcheung opened this issue Mar 19, 2023 · 1 comment
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enhancement New feature or request

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@sfcheung
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Note

  • Although the t statistic is valid as a test of the null hypothesis in terms of Type I error rate, the OLS SEs are not recommended as a measure of sampling variability and forming the CI when a coefficient involves variables that are standardized and the population value is not equal to zero. Therefore, it may sound strange to report the OLS SEs, ts, and p-values alongside bootstrapping CIs.
  • However, some users may want to use bootstrapping only to form CIs. They may want OLS SEs, ts, and p-values, especially because the p-values are the same for a coefficient before and after standardization (except for some of them in moderated regression). Giving two sets of p-values may be confusing to readers. Having different p-values for unstandardized and standardized coefficients is even more confusing.
  • Maybe just let users to decide themselves? This only need to change print.std_selected().
@sfcheung sfcheung added enhancement New feature or request low priority Low priority. Address this after other top priority issues are addressed. labels Mar 19, 2023
@sfcheung sfcheung removed the low priority Low priority. Address this after other top priority issues are addressed. label Oct 29, 2023
@sfcheung
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Moved.

@sfcheung sfcheung closed this as not planned Won't fix, can't repro, duplicate, stale Sep 23, 2024
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