October 10, 2024

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 ...
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 ...
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 ...
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 ...

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 ...
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 ...

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 ...
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 ...
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 ...

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 ...