Probability to stars utility
Nobody has claimed this yet.
Assessment
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Newbie friendliness
- 35/100
Research direction
Start in statsmodels/tools/tools.py, the location proposed in the issue, and inspect nearby utility conventions and tests. Confirm the intended significance thresholds and boundary behavior from the provided function, then verify the utility through the relevant tools test suite; the issue is complete when the addition is accepted and covered by tests.
Written by the indexing model from the issue text.
Description
Would this be a fitting addition to this library? Equivalent to R's representation of significance stars.
I think statsmodels/tools/tools.py would be a good place for it but do let me know if there is a more fitting location.
I can make a PR if it is an appreciated addition.
def pvalue_to_stars(p):
"""
Represent a p-value's significance with stars.
Parameters
----------
p : float
Returns
-------
str
Representation of the p-value's significance.
"""
if not 0 <= p <= 1:
raise ValueError('p must be in range [0, 1]')
if p <= 0.0001:
return '****'
elif p <= 0.001:
return '***'
elif p <= 0.01:
return '**'
elif p <= 0.05:
return '*'
else:
return ''
- Dominant language
- Python
- Stars
- 11.6k
- Forks
- 3.6k
- Avg merge
- 7h 37m
- Merged PRs (30d)
- 96
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