Easy Statistics: Linear Regression

Focused View

Franz Buscha and Madecraft

1:33:21

13 View

1-Introduction

01-Introduction.mp4

05:52

2-What is Regression

02-What is Regression.mp4

23:36

3-What is Ordinary Least Squares

03-What is Ordinary Least Squares.mp4

35:27

4-Ordinary Least Squares Regression in Practice

04-Ordinary Least Squares Regression in Practice.mp4

22:12

5-Tips and Final Thoughts

05-Tips and Final Thoughts.mp4

06:14

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

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Statistics

Regression Analysis

Franz Buscha and Madecraft

Instructor's Courses

Franz is a labour economist with more than 15 years of research experience. Research interests include education economics, labour economics and econometrics. Franz has published in leading journals such as the European Economic Review, Economics of Education Review, the Oxford Bulletin of Economics and Statistics, the British Journal of Political Science and the British Journal of Sociology and contributed to numerous policy reports for UK government departments (including DFE, HMRC, BIS, MOD, and HMT). His research has been covered by various media outlets such as the BBC News, BBC Radio 4, The Economist, The Guardian, The Times and the Huffington Post. Franz has held various academic roles and is currently the faculty director of research for the Westminster Business School. In this role he is responsible for the faculty's research strategy and oversees the research activities of 200 members of staff.

PacktPub

View courses PacktPub

Packt is a publishing company founded in 2003 headquartered in Birmingham, UK, with offices in Mumbai, India. Packt primarily publishes print and electronic books and videos relating to information technology, including programming, web design, data analysis and hardware.