Normality Tests
Analysis of normality using Python
Equality of variance (homoscedasticity) Tests
Statistical tests to assess the equality of variance using Python
Linear Correlation
Theory and calculation of linear correlation using Python
T-test
Statistical test to compare the means of two groups.
Permutation tests
Permutation tests for hipothesis testing using Python
Bootstrapping
Bootstrapping for statistical inference using Python
ANOVA
Analysis of Variance (ANOVA) using Python
Kolmogorov-Smirnov Test
Kolmogorov-Smirnov test to compare distributions using Python
Cramer-Von Mises Test
Cramer-Von Mises test to compare distributions using Python
Fitting probability distributions
Fitting and selecting probability distributions using Python
Kernel Density Estimation (KDE)
Fitting non parametric probability distributions using KDE with Python
Make a Donation
If our articles have enhanced your training, advanced your career, or sparked your curiosity, now is the perfect time to give back. Your donation will support our mission to keep knowledge free and accessible to all, while enabling us to create even more valuable content. Together, we can make learning limitless. Support us today 😊😊! PayPal Github Sponsors.
