Hypothesis testing using T-Test

Statistics

Introduction

A T-test is a type of inferential statistic which is used to determine if there is a significant difference between the means of two groups which may be related in certain features.

Types of T-test are:

  1. One sample T-test
  2. Two sample T-Test
  3. Paired T-Test

Reference:

  1. https://github.com/krishnaik06/T-test-an-Correlation-using-python/blob/master/Hypothesis_Testing.ipynb
  2. https://www.tutorialspoint.com/scipy/scipy_stats.htm
  3. https://en.wikipedia.org/wiki/Student%27s_t-test