Use Hypothesis Test in Real Life: Step by Step Guide

Описание: The video attempts to explain the application of statistical hypothesis testing to real life scenarios. Whilst doing so, it also aims to clarify some misconceptions about using statistical tests.

It tries to provide a correct perspective on utilizing the correct statistical hypothesis test specific to a scenario. This results in a more useful understanding of the concept of statistical hypothesis testing applicable to a real-life situation.

In addition to the above, the video also clarifies the concept and the process of statistical hypothesis testing. To simply use the formulae used in statistical hypothesis testing, a bonus tip has also been shared in the video for doing the calculations.

Chapters:

00:00 : Introduction
01:54 : Pre-requisite for the tutorial
02:14 : What is Hypothesis? Origins of Hypothesis
02:32 : What is Statistical Hypothesis Testing? Examples of types of comparison
04:11 : Comparison of type of Hypothesis Test
04:31 : Mathematical intuition to Hypothesis Test and Process of Hypothesis Test
05:25 : Application of Hypothesis Test to real-life situation
10:04 : Introduction to Concept of Sampling Distribution, Central Limit Theorem
12:00 : Significance Level, Confidence Interval, Type 1 Error, Critical value, p-value, z-value
20:14 : Another type of Hypothesis Test and application to real-life situation
22:03 : Concept, Formulae and Application of T-Test’s
30:56 : Tips and Wrap – up

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