| Name : python3-pingouin
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| Version : 0.5.3
| Vendor : Fedora Project
|
| Release : 5.fc39
| Date : 2023-07-29 18:05:24
|
| Group : Unspecified
| Source RPM : python-pingouin-0.5.3-5.fc39.src.rpm
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| Size : 1.74 MB
| |
| Packager : Fedora Project
| |
| Summary : Statistical package in Python based on Pandas
|
Description :
Pingouin is an open-source statistical package written in Python 3 and based
mostly on Pandas and NumPy. Some of its main features are listed below. For a
full list of available functions, please refer to the API documentation.
1. ANOVAs: N-ways, repeated measures, mixed, ancova
2. Pairwise post-hocs tests (parametric and non-parametric) and pairwise
correlations
3. Robust, partial, distance and repeated measures correlations
4. Linear/logistic regression and mediation analysis
5. Bayes Factors
6. Multivariate tests
7. Reliability and consistency
8. Effect sizes and power analysis
9. Parametric/bootstrapped confidence intervals around an effect size or a
correlation coefficient
10. Circular statistics
11. Chi-squared tests
12. Plotting: Bland-Altman plot, Q-Q plot, paired plot, robust correlation…
Pingouin is designed for users who want simple yet exhaustive statistical
functions.
For example, the ttest_ind function of SciPy returns only the T-value and the
p-value. By contrast, the ttest function of Pingouin returns the T-value, the
p-value, the degrees of freedom, the effect size (Cohen’s d), the 95%
confidence intervals of the difference in means, the statistical power and the
Bayes Factor (BF10) of the test.
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RPM found in directory: /vol/rzm3/linux-fedora-buffet/fedora/linux/releases/39/Everything/x86_64/os/Packages/p |
