statistical_testing_python

This repository is created for storing the components of Inferential Statistics of One Pop, Two Pops and Three or more pops using Python. Here, I'll also work with the real life datasets to perform Statistical or Hypothesis Testing.

Below are the tasks carried out in this project:

1. Python Stats Libraries
2. One Population
   1. T Test or STUDENT-T or STUDENT Test
   2. Z Test
   3. Population Proportion
   4. Chi-Square Test
3. Two Populations
   1. Large Independent Samples
      1. Pooled Large Independent Samples
      2. Not-Pooled Large Independent Samples
   2. Small Independent Samples
      1. Pooled Small Independent Samples
      2. Not Pooled Small Independent Samples
   3. Population Proportions
      1. Large Independent Proportions -- Z Test
   4. Dependent Samples
      1. Small Dependent Samples -- T Test
   5. F-Distribution (2 variances or standard deviations)
4. ANOVA
   1. One-Way
      1. Test Assumptions
      2. Distribution Functions