Normal Distribution, Sampling and Hypothesis Testing

Normal Distribution, Sampling and Hypothesis Testing

Get a thorough understanding of the basics of Hypothesis Testing | taught by Shubham Kalra

Course description

COURSE SUBSCRIPTION PERIOD : 6 MONTHS

VIDEO : 5 Hours

This course is designed for students who are struggling with Statistics or who are complete beginners in statistics.

How is this course structured?

  • In the first 2 sections, I will cover the concepts that are crucial to understand the basics of hypothesis testing - Normal Distribution, Standard Normal Distribution, Sampling, Sampling Distribution and Central Limit Theorem. (Before you start hypothesis testing, make sure you are absolutely clear with these concepts)
  • After covering these concepts in detail, I will start with the basics of hypothesis testing in Section 3. I will cover three methods to do hypothesis testing - Critical Value Method, Z-Score Method and p-value method.

My approach is hands on : Concepts, examples and solved problems addressing all the concepts covered in the lectures.

Note : Only Hypothesis Testing in Case of Single Population Mean is covered

Lectures on t-distribution and practice questions are yet to be added

Shubham Kalra
Shubham Kalra
Masters in Economics, Delhi School of Economics ; Business Analyst, HSBC

Shubham Kalra has a Masters in Economics from Delhi School of Economics and has worked as a Business Analyst in one of the largest banking and financial services organizations in the world.
He has done research projects in Education and Infrastructure Sector in India involving field work and analysis of data. He holds a diploma in Financial Planning and has good understanding of Risk Management concepts and Financial Instruments as well.
He loves teaching and has been teaching since his college days in one way or another. It was in 2015, when he started teaching full time and is now teaching Economics and Statistics to many students online.His areas of specialization include Economics, Statistics, Finance and Game theory.

Click here to know more and connect with him on Linkedin

Course Curriculum

Reviews (24)

best explanation of basic concepts

by NIHARIKA KUMARI

by Akshita Jain
Keep 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.

by vinni aggarwal
Read more

best explanation of basic concepts

by NIHARIKA KUMARI

by Akshita Jain
Keep 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.

by vinni aggarwal

Raising the ordinary to extraordinary.

by shaweta sharma, SPM College
Trust me, I have got the basic understanding of distributions and sampling through these videos only. They save your time and leave you with some wonderful intuitions. :)

by Krishna Mittal, Satyawati College
Good course, really helpful in building concepts.

by saumya sharma, Satyawati College
Really helpful, covers all the points to be kept in mind

Great Material!

by Anirudh Narula, UC Berkeley (Econometrics)
The material is presented well with a lot of examples! Very helpful!

by Rahul Gupta, Hansraj College

Precisely explained and most part of econometrics in a nutshell.

by Anirudh Singh, Deshbandhu College
I recommend everyone to take this course, beautifully explained and makes it very easy to understand.

by Nikhil V
Great job! :)

by Nishant Thakur

Amazing simple language and very clear

by Rinkesh Verma

Revolutionary

by Arjun Malhotra, Satyawati College
Indian version of Khan Academy! Shubham sir is a great teacher and will make sure you understand the concept even if you are starting from the scratch!

by swastika sindhav

by Divya Narula, Miranda House

best

by navjot singh
thankyou :)

TRUE BLESSING

by Kiran Goyal
I have no words to thank you , It's very helpful. You are telling everything in a very friendly manner. Millions Of Thanks To You.

by Aarushi Singhal
The lecture videos are easy to understand and helped me understand the concepts of hypothesis testing clearly.

by Radhika Jajoo
Hey! The videos are amazing and the amount of effort put in is visible. I have been able to understand hypothesis testing only becuase of these videos. Please keep updating and uploading more videos of the subsequent chapters also!

by Kritika Chopra

An innovative startup for an edupreneur!

by Gaurav Agarwal, Satyawati College
A course entitled with simple explanation to tough concepts . With more of a practical approach to the concepts , i doubt anyone would have any problem understanding the roots of a concept . A perfect example of practical analysis of problems! Hats off !!

by saumya sharma

by arushi bathla

by abhishek chandna, Deshbandhu College