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Easy Statistics: Linear Regression [Video]
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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Renews at $15.99p/m
Video
$101.99
Subscription
Free Trial
Renews at $15.99p/m

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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

Product Details

Country selected

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

What do you get with a video?

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

Product Details


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

Table of Contents

5 Chapters
1. Introduction Chevron down icon Chevron up icon
2. What is Regression? Chevron down icon Chevron up icon
3. What is Ordinary Least Squares? Chevron down icon Chevron up icon
4. Ordinary Least Squares Regression in Practice Chevron down icon Chevron up icon
5. Tips and Final Thoughts Chevron down icon Chevron up icon

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