statistical-power
k-dense-ai1.2k installs
Plan study sample sizes with uncertainty in view.
What it does
Calculates study sample sizes, detectable effects, and statistical power with sensitivity analyses and power curves.
When to use it
Use before collecting data to plan sample sizes, assess detectable effects, or justify enrollment for grants and study protocols.
How to use it
Give it a study-planning question; it returns a power analysis with justified assumptions, sensitivity results, and a power curve.
Uses
Good to know
- advertises something the task does not need
Latest review
What you need · 8
Requires Python 3.12 or later; the installation instructions use a separate Python 3.13 environment.
Requires statsmodels for analytical power solvers and model fitting.
Access · 2
This skill
arXiv
Read
Looks up citation details on arXiv
uv
Execute
Installs a separate statistical environment