March 8, 2021

Mathematical Statistics Tutorials

Lecture -Introduction to Hypothesis Testing

Statistics Tutorial 3 – Hypothesis Testing

In this tutorial we are going to cover Hypothesis Testing. To understand this topic better, we would break it down ...
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Lecture 2 - Central Limit Theorem

Statistics Tutorial 2 – Central Limit Theorem

In this tutorial, we would discuss the Central Limit Theorem. What is Central Limit Theorem This is a theorem (or ...
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Lecture 1 - Introduction to Sampling

Statistics Tutorial 1 – Introduction to Sampling

This is the very first lesson in Statistics Tutorial Series. We would be discussing Introduction to Sampling and Sampling Distributions ...
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What is Multicolinearity-and-Heteroscedasticity

What is Heteroscedasticity and Multicolinearity in Regression Analysis?

Hello! Good to see you. I'll be very happy to explain to you these two important concepts Multicolinearity Heteroscedasticity These ...
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What is Coefficient of Determination in Linear Regression

If you are learning linear regression, then you need to clearly understand the concept of Coefficient of Determination R2 and ...
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Cluster Analysis

Advanced Statistics Quiz 11 – Cluster Analysis

Good to see you here! Today's quiz would be based on Cluster Analysis. So let's get started. Question 1: What ...
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Advanced Statistics Quiz 10 – Pattern Recognition

Today's lesson would be based on pattern recognition. How well can you explain the concepts of in Pattern Recognition. Lets ...
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Factor Analysis

Advanced Statistics Quiz 9 – Concepts from Factor Analysis and PCA

I'm here to help you understand some of the advanced concepts of statistics. Today's quiz would be based on the ...
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Multivariate Linear Regression

Advanced Statistics Quiz 8a – Concepts from Multivariate Linear Regression

Hello, good to see you! I made this post to help you prepare for oral and written quiz or exam ...
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Advanced Statistics Quiz 8 – Concepts from Multivariate Linear Regression

Hello, good to see you! I made this post to help you prepare for oral and written quiz or exam ...
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