Meaning of Multivariate Regression

Simple definition

Multivariate regression is a statistical method used to predict the outcome of a target variable based on multiple input variables. It helps analyze how several factors affect a particular result.

How to use Multivariate Regression in a professional context

In data management and digital marketing, multivariate regression is widely used to understand the impact of various factors (like ad spend, timing, and audience demographics) on business outcomes, such as sales or customer engagement.

Concrete example of Multivariate Regression

A company might use multivariate regression to predict monthly sales by considering factors like advertising budget, season, and price discounts. This can help the company optimize its marketing strategies for better results.

Why is multivariate regression useful?

It provides insights into the influence of multiple factors on an outcome, improving decision-making and predictions.

How is multivariate regression different from simple regression?

Simple regression uses one predictor, while multivariate regression uses two or more predictors to explain the target variable.

What is a key requirement for multivariate regression?

The predictors should ideally be independent of each other to avoid skewed results, a concept known as multicollinearity.
Related Blog articles
AI isn’t taking jobs, it’s creating opportunity: Insights from PwC’s 2025 Global AI Jobs Barometer

AI isn’t taking jobs, it’s creating opportunity: Insights from PwC’s 2025 Global AI Jobs Barometer

PwC’s 2025 AI Jobs Barometer reveals that AI isn’t replacing workers, it’s increasing their value....

Tech is the new English: Navigating the future of work

Tech is the new English: Navigating the future of work

In our recent round table, experts discussed the rapid evolution of technology, the importance of...

Start your career in Japan with the J-Find visa: a Le Wagon student’s journey

Start your career in Japan with the J-Find visa: a Le Wagon student’s journey

Thinking about launching your tech career in Japan? The J-Find visa might be your best...

Suscribe to our newsletter

Receive a monthly newsletter with personalized tech tips.