Skip to content
New issue

Have a question about this project? # for a free GitHub account to open an issue and contact its maintainers and the community.

#

By clicking “#”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? # to your account

Jump to bottom

Allow more thresholds for windzorizing #49

Open
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

Comments

@mattansb
Copy link
Member

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 <RemPsyc@users.noreply.github.com>
Co-authored-by: Mattan S. Ben-Shachar <matanshm@post.bgu.ac.il>
# for free to join this conversation on GitHub. Already have an account? # to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@IndrajeetPatil @mattansb