This course is focused on a special kind of regression that can help with making more accurate financial analyses. A common issue when dealing with large data sets is that multiple variables are changing at the same time and some of those variables are unobservable. To deal with this, a technique called a fixed effects regression needs to be used. The focus of this module is on applying fixed effects regressions in the context of business.

***Please download and open all supporting materials before starting the course videos.***

Learning Objectives
  • Discover what a fixed effects (FE) regression is
  • Identify when a FE regression is needed
  • Explore how to use a FE regression
  • Recognize how to interpret output from a FE regression
Last updated/reviewed: August 10, 2023
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Included In Certifications

This course is included in the following Certification Programs:

15 CoursesData Analytics Professional (DAP) Certification

  1. The Fundamentals of Business Intelligence (BI): What it Does and Why it's so Essential
  2. How is Industry Using Big Data? – A Case Study Reading
  3. Business Intelligence - Data Collection and Cleaning
  4. Business Intelligence - Structuring Data for Analysis
  5. Business Intelligence - Fundamentals of Data Analysis
  6. Business Intelligence - Using Big Data Analytics
  7. Doing Data Analytics In Excel (Hands-on module)
  8. Regressions in Excel (Hands-on module)
  9. Financial Forecasting
  10. Advanced Analytics – Omitted Variables
  11. Advanced Analytics – Fixed Effects
  12. Case Study in Data Analytics
  13. Using Regressions for Forecasting
  14. Financial Forecasting in Excel (Hands-on module)
  15. Blockchain for Business
22 Reviews (188 ratings)

Reviews

5
Anonymous Author
The course did a very nice job and explained important, relevant information in a manageable and easy-to-digest manner. The instructor was efficient and broke down the topics in an understandable way.
3
Anonymous Author
Decent course for the subject matter. Would have preferred the examples in something that is more common and widely used like excel though since many may not have Stata.
5
Anonymous Author
The course content were clear and concise. Examples provided helped understand the concepts covered and limitations of the methods used .
5
Anonymous Author
This course presented good, helpful information. Additionally, the information was presented in a concise and well organized manner.
4
Anonymous Author
Practitioners with exposure to the topic may find this more clear, but I found the limitation on fixed effects a little fuzzy.
4
Anonymous Author
This was a good overview of fixed effects that included examples that I thought were helpful to understand the topics.
5
Member's Profile
I would like to see more examples and different situations that helps to have a better view of the situation
5
Member's Profile
Great, thorough class as always, Michael. Will come back to this course material if I am ever in need.
3
Member's Profile
A better explanation of fixed effects is needed. I'm not sure I totally understand how they are used.
4
Anonymous Author
Although I thought the examples to be very helpful, I felt a little confused throughout this one.
4
Anonymous Author
This course provided a basic understanding of how fixed effects can impact regression analysis.
4
Anonymous Author
This is a good overview of fixed effects. I liked the use of graphs and the numerous examples.
5
Anonymous Author
Michael made it easy to understand the importance of fixed effects in advanced analytics
5
Anonymous Author
Course was informative and easy to navigate. I would recommend it to a colleague.
5
Anonymous Author
Good course about fixed effects. Would recommend to any interested in the topic.
5
Member's Profile
Great course, love the content that this provides on FE. Keep it up!
4
Anonymous Author
I thought the slides were very thorough for this subject's video
4
Anonymous Author
This is a good course for fixed effects. Great information.
5
Member's Profile
Very good class, informative materials and well presented
4
Anonymous Author
this class contained good and interesting information.
5
Member's Profile
Everything about this course was absolutely fantastic.
5
Anonymous Author
This was a helpful review of fixed effects. Thank you.
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Prerequisites
Course Complexity: Intermediate

Viewers should be familiar with basic financial and accounting concepts.

In addition, viewers should be familiar with Big Data and Business Intelligence, or review my existing courses on the topic.

Education Provider Information
Company: Illumeo, Inc., 75 East Santa Clara St., Suite 1215, San Jose, CA 95113
Contact: For more information regarding this course, including complaint and cancellation policies, please contact our offices at (408) 400- 3993 or send an e-mail to .
Instructor for this course
  Course Overview CPE
Course Syllabus
INTRODUCTION AND OVERVIEW
  Introduction and Module 1: Where do we use FE?9:16
  Module 2: Correcting Models With FE8:13
  Module 3: Limitations of FE4:04
  Module 4: FE in Action9:35
  Module 4: FE in Action Continued..11:06
  Module 5: Difference in Differences8:55
CONTINUOUS PLAY
  Advanced Analytics – Fixed Effects Regressions 51:12
SUPPORTING MATERIALS
  Slides: Advanced Analytics – Fixed Effects RegressionsPDF
  Advanced Analytics – Fixed Effects Regressions Glossary/IndexPDF
REVIEW AND TEST
  REVIEW QUESTIONSquiz
 FINAL EXAMexam