Regression Analysis / Data Analytics in Regression

Master regression analysis and enhance your data analytics skills with this comprehensive course. Learn from an award-winning instructor and gain marketable expertise.

  • Overview
  • Curriculum
  • Instructor
  • Review

Brief Summary

This course is all about mastering regression analysis! You'll learn to run and assess different types of regression models while getting comfy with statistics. Plus, you’ll dive into SPSS and Excel to get practical skills that employers love!

Key Points

  • Learn how to run linear regression models
  • Understand the concept of R-Square
  • Evaluate the quality of regression models
  • Get hands-on experience with SPSS and Excel
  • Explore simple, multiple, and hierarchical regression

Learning Outcomes

  • Run and interpret linear regression analyses
  • Critically evaluate regression work of others
  • Apply regression techniques in real-world scenarios
  • Understand when to use different regression types
  • Know how to interpret R-Square for significance

About This Course

Gain Important and Highly Marketable Skills in Regression Analysis - Tame the Regression Beast Today!

November, 2019.

Get marketable and highly sought after skills in this course while substantially increasing your knowledge of data analytics in regression. All course videos created and narrated by an award winning instructor and textbook author of quantitative methods.

This course covers running and evaluating linear regression models (simple regression, multiple regression, and hierarchical regression), including assessing the overall quality of models and interpreting individual predictors for significance. R-Square is explored in depth, including how to interpret R-Square for significance. Together with coverage of simple, multiple and hierarchical regression, we'll also explore correlation, an important statistical procedure that is closely related to regression. 

By the end of this course you will be skilled in running and interpreting your own linear regression analyses, as well as critically evaluating the work of others. Examples of running regression in both SPSS and Excel programs provided. Lectures provided in high quality, HD video with course quizzes available to help cement the concepts. Taught by a PhD award-winning university instructor with over 15 years of teaching experience. At Quantitative Specialists, our highest priority is in creating crystal-clear, accurate, easy-to-follow videos. 

Tame the regression beast once and for all – enroll today!

  • Understand when to use simple, multiple, and hierarchical regression

  • Understand the meaning of R-Square and the role it plays in regression

  • Assess a regression model for statistical significance, including both the overall model and the individual predictors

Instructor

Profile photo of Quantitative  Specialists
Quantitative Specialists

Quantitative Specialists (QS) was founded by an award-winning university instructor who has taught statistics courses for over 15 years. At QS, we are passionate about all things statistical, especially in helping others understand this often-feared subject matter. Our focus is in helping you to succeed in all your statistics work!

Review
4.9 course rating
4K ratings
ui-avatar of Ashwadip. Sahebrao Garud
Ashwadip. S. G.
5.0
9 months ago

Nonthing

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ui-avatar of Enio Rubbo
Enio R.
5.0
10 months ago

Very good

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ui-avatar of Nengi Isokrari
Nengi I.
3.0
1 year ago

A mid tempo

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ui-avatar of Tafuma Mmolawa
Tafuma M.
5.0
1 year ago

The bite sized videos and clear explanations made it easier to comprehend the content.

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ui-avatar of Rajeev Guha
Rajeev G.
5.0
1 year ago

Detailed explanation

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ui-avatar of Rashi Gupta
Rashi G.
3.0
1 year ago

After building a scatter plot, rsquare value that appeared should be explained.

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ui-avatar of Claudia Cox
Claudia C.
4.0
1 year ago

the presentation of topics is a bit slow and monotonous, otherwise very good!

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ui-avatar of Ravi .
Ravi ..
5.0
1 year ago

this course is very helpful for me..thank you

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ui-avatar of Lance Henik
Lance H.
3.5
1 year ago

Unable to use the files provided in the course.

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ui-avatar of Siobhan Kennedy
Siobhan K.
5.0
1 year ago

Excellent content which really increased my understanding of regression. Great pace.

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