Inferential-Statistics-Python

Inferential statistics explained using python scipy library and real world examples.

Central Limit Theorem

The concept of CLT explained with an example.

One sample t-test and Binomial Test explained with an example.

Four different hypothesis tests explained with real-life examples:

Two Sample T-Tests (for an association between a quantitative variable and a binary categorical variable)
ANOVA and Tukey Tests (for an association between a quantitative variable and a non-binary categorical variable)
Chi-Square Tests (for an association between two categorical variables)

References: Codeacademy - Hypothesis testing course

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Central Limit Theorem.ipynb		Central Limit Theorem.ipynb
Hypothesis Testing.ipynb		Hypothesis Testing.ipynb
README.md		README.md
T-test and Binomial Test.ipynb		T-test and Binomial Test.ipynb