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Errors of Regression Models

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Discover how to measure the accuracy of your regression models quickly and effectively.

Get this book, TODAY!
You will get the following files:
  • PDF (493KB)
  • EPUB (2MB)
  • MOBI (3MB)
  • EPUB (2MB)
  • MOBI (3MB)

WITH 2 FREE BONUSES !

The Future of Statistics

An anthology written with the contributions of some of the most prominent statisticians, data analysts and Data Scientists in the world to help you take the next steps in your Data Ninja journey!

Machine Learning Model Assessments - The Big Picture

An Ultra Hi-Def poster created to help you understand which statistics to use in every situation!

The Simplest Guide You'll Ever Read!

In Errors of Regression Models you’ll learn how to choose the most appropriate statistics to measure the accuracy of your regression-based prediction model.

About Errors of Regression Models

Choosing the correct statistic to use in any given situation can seem like a daunting task at times.


It's a bit like peering into a crystal ball. You think you’ve got it, only to read one more article, and suddenly it’s as clear as mud again, and you’re further away from the answer than when you first started.

    

In Errors of Regression Models you’ll learn how to choose the most appropriate statistics to measure the accuracy of your regression-based prediction model.

What You'll Discover

In Errors of Regression Models you’ll learn how to choose the most appropriate statistics to measure the accuracy of your regression-based prediction model.

 

You’ll discover that there is a family of related statistics.

 

Each of these family members will be introduced, and Errors of Regression Models will explain all their advantages and disadvantages, and show you precisely how to calculate and interpret all of them. Finally, Errors of Regression Models will explain exactly why one particular family member is The Daddy!

Errors of Regression Models is Easy to Read...

Errors of Regression Models is written in plain English with a focus on helping you to understand the data, choose the correct statistical tools and interpret the results.


It enables you to understand and to evaluate critically the results of analyses - in your own research and in that of others.


Best of all, it is perfect for beginners!

What's In It...

Errors of Regression Models takes you through:

  • Errors, Residuals, Deviations
  • R-Squared
  • Variance
  • Mean Absolute Error
  • Mean Error
  • Root Mean Squared Error
  • Bias/Variance Trade-Off
  • Model Interpretations
  • Recommendations

For Beginners - And Everyone Else Too!

Although this guide is for beginners, written for ease-of-reading, my hope is that more experienced practitioners might also find value.


It is a thorough introduction to the building blocks of discovering and dealing with the errors commonly found in regression models and I hope you enjoy it!


Discover the world of errors in regression models. Get this book, TODAY!

FREE BONUS 1:

The Future of Statistics, an anthology written with the contributions of some of the most prominent statisticians, data analysts and Data Scientists in the world to help you take the next steps in your Data Ninja journey!

FREE BONUS 2:

Machine Learning Model Assessments - The Big Picture

An Ultra Hi-Def poster created to help you understand which statistics to use in every situation!

Lee Baker

"My mission is to unleash your inner data ninja."


Lee Baker is an award-winning software creator.


With decades of experience in science, statistics and artificial intelligence, he has a passion for telling stories with data.


Insisting that data analysis is much simpler than we think it is, he authors friendly, easy-to-understand books that teach the fundamentals of data analysis and statistics.


As the CEO of Chi-Squared Innovations, one day he’d like to retire to do something simpler, like crocodile wrestling.

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