tidymodels / tidymodels/rsample
m-out-of-n bootstrap
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feature
- Dominant language
- R
- Stars
- 343
- Forks
- 67
- Avg merge
- 1h 9m
- Merged PRs (30d)
- 2
Description
Suggested feature: allow for sampling m times at each bootstrap iteration instead of the default n times. With m < n, and n is the length of the object to be resampled. Some rationale for doing that is provided here, for example: https://doi.org/10.1002/9781118445112.stat08002
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no files or tests; begin by locating the package's bootstrap resampling entry point and existing bootstrap tests. Compare the current n-draw behavior with the requested m<n option, then define completion through tests showing that the requested sample size is used.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- r
- Domain
- data
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100