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Applied Regression Analysis

Learn to model relationships, interpret coefficients, and predict outcomes using linear, logistic, and advanced regression techniques for real world applications
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2 months to complete
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Overview

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Learning outcomes

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Course content

1

Fundamentals Of Linear Regression

2

Model Diagnostics And Assumption Checking

3

Multiple Regression And Variable Selection

4

Generalized Linear Models

5

Nonlinear And Advanced Regression Techniques

Career Path

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Key facts

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Why this course

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People also ask

Everything you need to know before you start

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We offer immediate access to our course materials through our open enrollment system. This means:

  • The course starts as soon as you pay the course fee, instantly
  • No waiting periods or fixed start dates
  • Instant access to all course materials upon payment
  • Flexibility to begin at your convenience

This self-paced approach allows you to begin your professional development journey immediately, fitting your learning around your existing commitments.

We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
  • Standard Mode: Complete in 2 months with 2-3 hours of study per week

You can progress at your own pace and access the materials 24/7.

There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
  • Dedication to complete the course
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Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
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Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United States
MC
Michael Carter
US · Course completed

I'm thrilled to have taken the Applied Regression Analysis course at Stanmore School of Business! As a data analyst from the United States, I needed to enhance my skills in regression modeling to better serve my clients. This course exceeded my expectations in every way. The instructor's explanations were crystal clear, and the examples were highly relevant to my work. I particularly appreciated the section on logistic regression, which I've already applied to a project with excellent results. The course materials were top-notch, and I appreciated the mix of theoretical foundations and practical applications. Overall, I'm extremely satisfied with the course and would highly recommend it to anyone looking to improve their regression analysis skills.

AM
Arjun Mehta
IN · Course completed

I found the Applied Regression Analysis course to be quite helpful in achieving my learning goals. As someone working in the field of marketing research in India, I needed to gain a deeper understanding of regression techniques to analyze customer behavior. The course provided a good balance of theory and practice, with plenty of examples to illustrate key concepts. I appreciated the discussions on model validation and interpretation, which helped me to better understand how to apply regression models in real-world scenarios. While some of the coursework was challenging, the instructor's support and feedback were always prompt and helpful. Overall, I'm pleased with the course and would recommend it to others looking to develop their skills in regression analysis.

CM
Catarina Moreno
BR · Course completed

Wow, just wow! The Applied Regression Analysis course at Stanmore School of Business was an absolute game-changer for me! As a Brazilian economist working in the public sector, I needed to develop my skills in data analysis to inform policy decisions. This course delivered everything I hoped for and more. The instructor's passion for the subject matter was infectious, and the course materials were engaging and easy to follow. I loved the interactive exercises and group discussions, which helped me to learn from my peers and apply the concepts to real-world problems. The course has already had a significant impact on my work, enabling me to analyze complex data sets and communicate insights more effectively to stakeholders. I'm so grateful to have taken this course and would highly recommend it to anyone looking to develop their skills in regression analysis!

AH
Amir Hassan
EG · Course completed

I recently completed the Applied Regression Analysis course at Stanmore School of Business, and I must say that it was a thoroughly enjoyable and enriching experience. As an Egyptian data scientist working in the finance sector, I needed to enhance my skills in predictive modeling to stay ahead of the curve. The course provided a comprehensive overview of regression techniques, including linear, logistic, and nonlinear regression. I appreciated the detailed explanations of the underlying mathematics and the practical examples illustrating each concept. The instructor was knowledgeable and responsive to questions, and the course materials were well-organized and easy to follow. One area for improvement might be the addition of more advanced topics, such as machine learning applications of regression analysis. Nonetheless, I'm satisfied with the course and would recommend it to others seeking to develop their skills in this area.





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Recently updated!

April 2026