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Allow more thresholds for windzorizing #49

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mattansb opened this issue Jan 5, 2022 · 0 comments
Open

Allow more thresholds for windzorizing #49

mattansb opened this issue Jan 5, 2022 · 0 comments

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@mattansb
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mattansb commented Jan 5, 2022

Originally posted #47

Current behavior: Thresholds are relative, based on top/bottom percentile.

Suggested behavior: This can be expanded in many ways:

  • Fixed values - used passed lower and upper thresholds.
  • Relative Z score
  • Relative robust Z score
rempsyc added a commit to rempsyc/datawizard that referenced this issue Jun 25, 2022
@rempsyc
addresses easystats#177 & easystats#49 & easystats#47 for winsorizing…
3cb5a12 
… based on the MAD
@rempsyc rempsyc mentioned this issue Jun 25, 2022
Merged
IndrajeetPatil pushed a commit that referenced this issue Jun 27, 2022
@rempsyc @mattansb
Winsorize based on the MAD (#179)
3d2992a 
* addresses #177 & #49 & #47 for winsorizing based on the MAD

* forgot to push updated documentation

* new argument "method", updated NEWS, resolved failed test, #179

* update winsorize.numeric

added raw method

made the code easier to maintain by modularizing it

made doc more explicit about the methods

updated examples to visualize the effect

update NEWS

* minor modifications to docs

* removed tidyr from Suggests, replaced `tidyr::pivot_longer` with `datawizard::data_to_long` in vignette

* added new tests for new winsorization methods, insight::format_message(), data[] <- lapply...

Co-authored-by: RemPsyc <[email protected]>
Co-authored-by: Mattan S. Ben-Shachar <[email protected]>
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@IndrajeetPatil @mattansb