Normal Distribution, Sampling and Hypothesis Testing
Get a thorough understanding of Normal Distribution, Central Limit Theorem and Hypothesis Testing
Course curriculum
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Guidelines
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Introduction - 3 minutes
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Uniform Distribution - 10 minutes
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Area as a measure of probability - 6 minutes
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Normal Distribution - 1 minute
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Characteristics of normal distribution - 9 minutes
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Standard Normal Distribution - 2 minutes
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How to calculate probability using Cumulative Probability Table - 6 minutes
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2 important rules to remember - 3 minutes
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3 types of probability calculation - 9 minutes
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How to compute z-value when probability value is given - 3 minutes
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A different type of table to compute probability - 7 minutes
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How to calculate probability for any normal distribution - 11 minutes
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Application of normal distribution - 16 minutes
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Revisiting the application - 16 minutes
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Normal Distribution : Some Real Life Examples - 1 minute
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Normal Distribution using Microsoft Excel - 8 minutes
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Introduction to the Section - 1 minute read
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The Sampling Problem - 5 minutes
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Simple Random Sample (Finite Population) - 10 minutes
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Simple Random Sample (Infinite Population) - 3 minutes
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How to calculate the point estimators of population parameters? - 6 minutes
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Sampling Distribution - 9 minutes
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Properties of Sampling Distribution - 7 minutes
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Central Limit Theorem Explained - 6 minutes
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Why large samples are considered to be better predictors of population parameter? - 13 minutes
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Basics of Hypothesis Testing
FREE PREVIEW -
Null and alternative hypothesis
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Burden of Proof
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Type of Tests and Rejection Region
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Types of Errors
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Type 1 Error
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Type 2 Error
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Example 1 : Critical Value Method
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Example : Z Score method
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Example 2 : Critical Value Method
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Example 3 : Critical Value Method
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Introduction to p-value
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Example 1 : p-value method
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Example 2 : p-value method
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Example 3 : p-value method
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Practice Question 1
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Practice Question 2
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Practice Question 3
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Practice Question 4
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Practice Question 5
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Practice Question 6
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About this course
- $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.
What students are saying about this course
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...
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 LessAmazing simple language and very clear
Rinkesh Verma
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.
Read LessSaurabh 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
Read LessAbout Hypothesis Testing
Aditya Jori
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!!!✌✌
Read LessAkshita 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...
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 LessAmazingly Helpful
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...
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 LessSaumya 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
Read LessNikhil V
Great job! :)
Great job! :)
Read LessAwesome is the word
Nishant Thakur
Bhai anand aa gaya , bahut badiya
Bhai anand aa gaya , bahut badiya
Read LessTrue 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.
Read LessInstructor
