Normal Distribution, Sampling and Hypothesis Testing
Get a thorough understanding of Normal Distribution, Central Limit Theorem and Hypothesis Testing
Guidelines
Introduction - 3 minutes
Uniform Distribution - 10 minutes
Area as a measure of probability - 6 minutes
Normal Distribution - 1 minute
Characteristics of normal distribution - 9 minutes
Standard Normal Distribution - 2 minutes
How to calculate probability using Cumulative Probability Table - 6 minutes
2 important rules to remember - 3 minutes
3 types of probability calculation - 9 minutes
How to compute z-value when probability value is given - 3 minutes
A different type of table to compute probability - 7 minutes
How to calculate probability for any normal distribution - 11 minutes
Application of normal distribution - 16 minutes
Revisiting the application - 16 minutes
Normal Distribution : Some Real Life Examples - 1 minute
Normal Distribution using Microsoft Excel - 8 minutes
Introduction to the Section - 1 minute read
The Sampling Problem - 5 minutes
Simple Random Sample (Finite Population) - 10 minutes
Simple Random Sample (Infinite Population) - 3 minutes
How to calculate the point estimators of population parameters? - 6 minutes
Sampling Distribution - 9 minutes
Properties of Sampling Distribution - 7 minutes
Central Limit Theorem Explained - 6 minutes
Why large samples are considered to be better predictors of population parameter? - 13 minutes
Basics of Hypothesis Testing
FREE PREVIEWNull and alternative hypothesis
Burden of Proof
Type of Tests and Rejection Region
Types of Errors
Type 1 Error
Type 2 Error
Example 1 : Critical Value Method
Example : Z Score method
Example 2 : Critical Value Method
Example 3 : Critical Value Method
Introduction to p-value
Example 1 : p-value method
Example 2 : p-value method
Example 3 : p-value method
Practice Question 1
Practice Question 2
Practice Question 3
Practice Question 4
Practice Question 5
Practice Question 6
This course explains hypothesis testing in a manner that it is impossible not to understand! After taking this course and going through the questions meticulously, I truly mastered the topic to which I had no introduction to. Course is really easy...
Read MoreThis course explains hypothesis testing in a manner that it is impossible not to understand! After taking this course and going through the questions meticulously, I truly mastered the topic to which I had no introduction to. Course is really easy to navigate and explains distribution and sampling in a manner that anyone can enjoy. Highly recommended!
Read LessI recommend everyone to take this course, beautifully explained and makes it very easy to understand.
I recommend everyone to take this course, beautifully explained and makes it very easy to understand.
Read Lessyour lectures are extremely helpful and quality enriched.....explained such topics in very lucid manner....amazing
your lectures are extremely helpful and quality enriched.....explained such topics in very lucid manner....amazing
Read LessSimplified way of teaching which helps to understand the topics very easily. Must join this course!!!✌✌
Simplified way of teaching which helps to understand the topics very easily. Must join this course!!!✌✌
Read LessKeep up the good work. Really liked the content and structure of the course. Being from an economics background, I just wanted to brush up the basics and these videos are life saviour. They save me time and in a matter of some minutes I was able t...
Read MoreKeep up the good work. Really liked the content and structure of the course. Being from an economics background, I just wanted to brush up the basics and these videos are life saviour. They save me time and in a matter of some minutes I was able to revise everything very easily and with speed adjusting setting you can actually quickly go through the videos. Thanks for an amazing platform. Waiting for more.
Read LessJust loved the way the videos are made and how greatly they're explained in this course. However, the website must stay updated with distinguishing to the user what's not in the current curriculum of various universities, specially Delhi Univers...
Read MoreJust loved the way the videos are made and how greatly they're explained in this course. However, the website must stay updated with distinguishing to the user what's not in the current curriculum of various universities, specially Delhi University. You can filter the users out at the time of their registration. Loved the experience here!
Read LessReally helpful, covers all the points to be kept in mind
Really helpful, covers all the points to be kept in mind
Read LessGreat job! :)
Great job! :)
Read LessBhai anand aa gaya , bahut badiya
Bhai anand aa gaya , bahut badiya
Read LessI have no words to thank you , it's very helpful. You are explaining everything in a very friendly manner.
I have no words to thank you , it's very helpful. You are explaining everything in a very friendly manner.
Read Less