Easy Statistics: Linear Regression: An introduction to ordinary least squares regression

Franz Buscha

€8.99 ~~€76.99~~

Video Oct 2020 1hr 33mins 1st Edition

Franz Buscha

€8.99 ~~€76.99~~

Video Oct 2020 1hr 33mins 1st Edition

What do you get with a video?

Download this video in MP4 format

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

View table of contents

Download Code

Key benefits

Explore the basic statistical fundamentals of ordinary least squares (OLS)
Understand linear regression and its application
Gain the confidence to interpret complicated regression output

Description

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

Who is this book for?

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.