We may earn an affiliate commission when you visit our partners.

Confounding

Save

May 1, 2024 3 minute read

Confounding is a critical concept in research that can lead to biased results if not properly addressed. It occurs when a third variable, known as a confounder, is associated with both the exposure and outcome of interest, potentially distorting the apparent relationship between them.

Understanding Confounding

Path to Confounding

Take the first step.

We've curated four courses to help you on your path to Confounding. Use these to develop your skills, build background knowledge, and put what you learn to practice.

Sorted from most relevant to least relevant:

Validity and Bias in Epidemiology

Save

Data Science: Linear Regression

Save

Population Health: Study Design

Save

Causal Diagrams: Draw Your Assumptions Before Your Conclusions

Causal Diagrams: Draw Your Assumptions Before Your...

Save

Help others find this page about Confounding: by sharing it with your friends and followers:

Facebook

Copy Link

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Confounding.

Causal Inference in Statistics

Save

Provides a thorough introduction to causal inference, covering the fundamental principles and methods for identifying and addressing confounding in statistical analysis. It offers a conceptual framework and practical guidance for causal analysis, making it a valuable resource for researchers.

Causal Inference in Statistics - A Primer

Paperback

Causal Inference in Statistics: A Primer

Kindle Edition

Practical Statistics for Medical Research

Save

Focuses specifically on confounding in clinical trials. It provides practical guidance on identifying, assessing, and controlling for confounding factors, with a primary emphasis on methods such as randomization and matching.

Practical Statistics for Medical Research (Chapman...

Hardcover

$$$

[Practical Statistics for Medical Research (Chapman...

Hardcover

$$$

(日本語) Igaku kenkyuÌ„ ni okeru jitsuyoÌ„ toÌ„keigaku =...

Paperback

$$$$

Practical Statistics for Medical Research (Chapman...

Kindle Edition

$$$

Relevant careers

Epidemiologist

Biostatistician

Public Health Researcher

Data Analyst

Health Policy Analyst

Clinical Research Associate

Research Scientist

Professor

Consultant

Medical Writer

Share this

Share to help others explore Confounding:

Facebook

Link

Table of Contents

Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.