Easy Statistics: Linear Regression

To work with statistics and quantitative reports, you need to have a good understanding of the fundamentals and techniques of statistics. However, learning and applying new statistical techniques can often be a daunting experience and this is where this video course comes in handy. This course is designed to guide you through the basic principles of statistical methodology in a step-by-step way.
You’ll start with an introduction to the course along with an overview of the learning objectives. Next, you’ll explore the types of regression analysis that exist, and find out how ordinary least squares (OLS) work. To get a deeper understanding of linear regression and OLS, you’ll interpret and analyze complicated regression output from OLS. Finally, you’ll discover essential tips and techniques that’ll help you to confidently perform regression analysis.
By the end of this video, you’ll be well-versed with linear regression techniques and the basic principles of statistical methodology.
The code and resources for this course is available at https://github.com/PacktPublishing/Easy-Statistics-Linear-Regression

Type
video
Category
Data
publication date
2020-10-22
what you will learn

Understand the basic concept of statistical regression analysis
Become familiar with linear regression terminologies
Distinguish between different kinds of regression methods
Find out the difference between correlation and causation
Analyze and integrate complicated regression output from OLS
Explore tips and tricks relating to regression analysis

duration
93
key features
Explore the basic statistical fundamentals of ordinary least squares (OLS) * Understand linear regression and its application * Gain the confidence to interpret complicated regression output
approach
With the help of animated graphics and interesting examples, this course will teach you the fundamentals of statistical regression terminologies.
audience
If you are a student at any level, an experienced professional, a manager, or a government worker who wants to delve into statistical regression or work with quantitative reports and policy analysis, then this course is for you. As the course is for beginners, it doesn’t require you to have any knowledge of mathematics or statistics.
meta description
Grasp the methodologies of linear regression and get to grips with quantitative analysis
short description
This course covers the fundamental topics of statistical methodology, linear regression, and ordinary least squares that every statistician needs to know.
subtitle
An introduction to ordinary least squares regression
keywords
Statistics, Quantitative Analysis, Linear Regression, Ordinary Least Squares (OLS), Stata
Product ISBN
9781800565593