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more winsorizing options? #47

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mattansb
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@mattansb mattansb commented Jan 4, 2022

@IndrajeetPatil Would you be open to one or more of the following while I'm at it:

  • Allow hard values for windzorizing, with threshold = c(bottom, top)?
  • For factors, can combine levels with less than threshold% observations? Is that weird?

@IndrajeetPatil
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Can you please create an issue about this where we can discuss this, and then you link this PR to it? That way we will have a written record in issues about what motivated this change. :)

Thanks!

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@strengejacke
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we could add select helpers here, too. See ranktransform() etc.

@strengejacke strengejacke mentioned this pull request Mar 22, 2022
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@IndrajeetPatil
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@mattansb Do you plan to work on this any time soon?

#133 is waiting on this PR.

@mattansb
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My deadline for sending out my dissertation is 30/9, so before that I won't have time for anything other than a patch here or there...

@IndrajeetPatil IndrajeetPatil marked this pull request as draft June 12, 2022 14:47
@IndrajeetPatil
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Cool. Marking this as a draft PR then. We can revisit this after #133.

rempsyc added a commit to rempsyc/datawizard that referenced this pull request Jun 25, 2022
IndrajeetPatil pushed a commit that referenced this pull request Jun 27, 2022
* 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 <RemPsyc@users.noreply.github.com>
Co-authored-by: Mattan S. Ben-Shachar <matanshm@post.bgu.ac.il>
@etiennebacher
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@mattansb Do you think you will have time to finish this PR for a release in the next few weeks?

@mattansb
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Oh, I totally forgot about this... um, probably not...

@etiennebacher
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Ok, I close it then

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5 participants