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Easy Statistics: Linear Regression [Video]

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

By Franz Buscha
$101.99
Video Oct 2020 1 hours 33 minutes 1st Edition
Video
$101.99
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$15.99 Monthly
Video
$101.99
Subscription
$15.99 Monthly

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Product Details

Publication date : Oct 22, 2020
Length 1 hours 33 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781800565593
Category :
Data
Concepts :
Statistics
toc View table of contents toc 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

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

What do you get with a video?

Feature icon Download this video in MP4 format
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details

Publication date : Oct 22, 2020
Length 1 hours 33 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781800565593
Category :
Data
Concepts :
Statistics

Table of Contents

5 Chapters
Introduction Packt Packt
Introduction
What is Regression? Packt Packt
What is Regression?
What is Ordinary Least Squares? Packt Packt
What is Ordinary Least Squares?
Ordinary Least Squares Regression in Practice Packt Packt
Ordinary Least Squares Regression in Practice
Tips and Final Thoughts Packt Packt
Tips and Final Thoughts

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Authors (1)

Profile Franz Buscha
Franz Buscha is a professor of economics at the University of Westminster, which he joined after completing his Ph.D. in economics at Lancaster University. He has been involved in numerous funded research projects from research councils and government departments. He has also contributed to a wide range of projects, including policy evaluation and bespoke econometric advice to UK government departments. Franz has published in leading journals and contributed to numerous policy reports. His research has even been covered by various media outlets. He is an experienced online educator and has published several online courses, including LinkedIn Learning. Franz also has a monthly radio program called Policy Matters on Share Radio.
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