easystats / easystats/datawizard

Allow more thresholds for windzorizing

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Dominant language
R
Stars
238
Forks
18
Avg merge
1d 15h
Merged PRs (30d)
4

Description

Originally posted https://github.com/easystats/datawizard/pull/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

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by locating the existing windzorizing implementation and its percentile-threshold behavior, then determine how fixed values, relative Z scores, and robust Z scores should be represented. Done means the supported threshold modes are implemented with tests covering each requested behavior.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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