Interaction Term Generator

Create interaction terms for regression models to explore complex relationships between variables.

Input Variables

Independent Variables

Separate each independent variable with a comma.

Interaction Type

Choose the type of interaction term generation.

Interaction Terms

Visualization

About Interaction Term Generation

Interaction terms are used in regression analysis to model situations where the effect of one independent variable depends on the level of another. For example, the effect of advertising spending on sales might depend on the season. This tool helps you generate these interaction terms, either through simple multiplication of variables or by creating polynomial combinations, allowing for more nuanced and accurate statistical models. Use multiplication for simple interaction effects and polynomial for more complex, curvilinear interactions.

For further reading, you can refer to resources on regression analysis and interaction effects in statistical modeling textbooks or online courses.