Confounding Variables


Confounding variables are variables that affect the dependent variable and are related to the independent variable, making it difficult to determine the true relationship between the two. In data science and artificial intelligence, confounding variables can lead to biased or inaccurate results in predictive models. It is important to identify and control for confounding variables in order to accurately measure the effect of the independent variable on the dependent variable. This can be done through techniques such as stratification, matching, and regression analysis.


Your Previous Searches
Random Picks

  • Observational Studies: Observational studies are a type of study design in which researchers observe and measure the characteristics and behaviors of a group of individuals without manipulating any variables. These studies are often used in epidemiology, social s ... Read More >>
  • Logistic Function: In the context of Data Science, a Logistic Function, also known as the logistic sigmoid function, is a mathematical function used in various forms of logistic regression models. It is an essential component in the field of machine learning, ... Read More >>
  • Continuous Testing: Continuous Testing is the process of executing automated tests as part of the software delivery pipeline to obtain immediate feedback on the business risks associated with a software release candidate. It involves testing early, testing oft ... Read More >>
Top News

New college grad? Here's what experts say you should know about AI....

We asked three experts what fresh college graduates can do to prepare as artificial intelligence changes how Americans work. Here's what they said....

News Source: CBS News on 2025-06-06

Senate Republicans revise ban on state AI regulations in bid to preserve controv...

Senate Republicans have made changes to their party’s sweeping tax bill in hopes of preserving a new policy that would prevent states from regulating artificial intelligence...

News Source: ABC News on 2025-06-06

Use of Community Notes on Elon Musk's X has plummeted in 2025...

Half as many crowdsourced Community Notes were created in May than were created in January....

News Source: NBC News on 2025-06-06

Film Festival showcases what artificial intelligence can do on the big screen...

Artificial Intelligence’s use in filmmaking is growing...

News Source: ABC News on 2025-06-06

Can AI be held accountable? AI ethicist on tech giants and the AI boom...

What is the future of AI and efforts to regulate its harms? Marc Lamont Hill speaks to AI ethicist Rumman Chowdhury....

News Source: Al Jazeera English on 2025-06-06