text: ## Course curriculum
  
  1. Guidelines
  
  1. Introduction - 3 minutes
  
  2. Uniform Distribution - 10 minutes
  
  3. Area as a measure of probability - 6 minutes
  
  4. Normal Distribution - 1 minute
  
  5. Characteristics of normal distribution - 9 minutes
  
  6. Standard Normal Distribution - 2 minutes
  
  7. How to calculate probability using Cumulative Probability Table - 6 minutes
  
  8. 2 important rules to remember - 3 minutes
  
  9. 3 types of probability calculation - 9 minutes
  
  10. How to compute z-value when probability value is given - 3 minutes
  
  11. A different type of table to compute probability - 7 minutes
  
  12. How to calculate probability for any normal distribution - 11 minutes
  
  13. Application of normal distribution - 16 minutes
  
  14. Revisiting the application - 16 minutes
  
  15. Normal Distribution : Some Real Life Examples - 1 minute
  
  16. Normal Distribution using Microsoft Excel - 8 minutes
  
  1. Introduction to the Section - 1 minute read
  
  2. The Sampling Problem - 5 minutes
  
  3. Simple Random Sample (Finite Population) - 10 minutes
  
  4. Simple Random Sample (Infinite Population) - 3 minutes
  
  5. How to calculate the point estimators of population parameters? - 6 minutes
  
  6. Sampling Distribution - 9 minutes
  
  7. Properties of Sampling Distribution - 7 minutes
  
  8. Central Limit Theorem Explained - 6 minutes
  
  9. Why large samples are considered to be better predictors of population parameter? - 13 minutes
  
  1. Basics of Hypothesis Testing
  
  FREE PREVIEW
  2. Null and alternative hypothesis
  
  3. Burden of Proof
  
  4. Type of Tests and Rejection Region
  
  5. Types of Errors
  
  6. Type 1 Error
  
  7. Type 2 Error
  
  8. Example 1 : Critical Value Method
  
  9. Example : Z Score method
  
  10. Example 2 : Critical Value Method
  
  11. Example 3 : Critical Value Method
  
  12. Introduction to p-value
  
  13. Example 1 : p-value method
  
  14. Example 2 : p-value method
  
  15. Example 3 : p-value method
  
  16. Practice Question 1
  
  17. Practice Question 2
  
  18. Practice Question 3
  
  19. Practice Question 4
  
  20. Practice Question 5
  
  21. Practice Question 6
  
  • \$40.00
  • 47 lessons
  • 5.5 hours of video content
  
  ## Statistics: The Simplest Introduction to Random Variables
  
  This is a short book with reading time of less than 30 minutes. Whether you are a student or a professional, this book can help you in understanding the meaning of random variables in a step by step manner. It has an example specific approach; all the concepts are explained using multiple examples. There are no mathematical formulas or messy notations. The content is divided into 4 chapters:   Chapter 1: Introduction to Random variables , Chapter 2: Types of Random Variables – Discrete Random Variable and Continuous Random Variables, Chapter 3: Test your knowledge, Chapter 4: Test your knowledge (Answers). NOTE: As an Amazon Associate, we earn from qualifying purchases.
  
  5 star rating
  
  ### This course made me actually enjoy hypothesis testing!
  
  #### Zeynep Kantarci
  
  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...
  
  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 to navigate and explains distribution and sampling in a manner that anyone can enjoy. Highly recommended!
  
  5 star rating
  
  5 star rating
  
  ### Precisely explained and most part of econometrics in a nutshell.
  
  #### Anirudh Singh, Deshbandhu College
  
  I 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.
  
  5 star rating
  
  #### Saurabh Srivastava
  
  your 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
  
  5 star rating
  
  ### About Hypothesis Testing
  
  Simplified 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!!!✌✌
  
  5 star rating
  
  #### 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 t...
  
  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.
  
  5 star rating
  
  #### krishan aggarwal
  
  Just 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...
  
  Just 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!
  
  5 star rating
  
  #### Saumya Sharma, Satyawati College
  
  Really helpful, covers all the points to be kept in mind
  
  Really helpful, covers all the points to be kept in mind
  
  5 star rating
  
  Great job! :)
  
  Great job! :)
  
  5 star rating
  
  ### Awesome is the word
  
  #### Nishant Thakur
  
  Bhai anand aa gaya , bahut badiya
  
  Bhai anand aa gaya , bahut badiya
  
  5 star rating
  
  ### True Blessing
  
  #### Kiran Goyal
  
  I 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.
  
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  • ### \$40.00
  
  6 Months Subscription
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