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Easy Statistics: Linear Regression

An introduction to ordinary least squares regression

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Created by Franz Buscha

Get comfortable with the essentials of linear regression and ordinary least squares. Build a strong foundation in statistical methodology so you can confidently analyze and interpret quantitative data. Learn practical techniques that make regression analysis approachable, even if you are new to statistics.

Packt | Oct 2020 | 93 min

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LevelBeginner
CategoriesData Science, Statistical Analysis and Predictive Modeling

What You Will Learn

You will explore core ideas through clear explanations and relatable examples. Animated graphics help break down complex concepts, making each step easy to follow. As you progress, you will practice interpreting real regression outputs and discover practical tips for applying what you learn to your own data analysis.

Key Features

  • Learn how ordinary least squares regression works in real-world scenarios
  • Interpret and analyze regression output with confidence and clarity
  • Understand key regression concepts and apply them to your own data

Target Audience

This course is ideal for students, professionals, managers, or anyone interested in working with quantitative reports or policy analysis. No prior experience with statistics or advanced math is needed. If you want to build confidence in using regression techniques and interpreting statistical results, you will find this course approachable and practical.

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