Understanding Partial Effects, Main Effects, and Interaction Effects in a Regression Model

We’ll learn how to identify and measure these effects in a regression model using suitable examples.

In this article, we’ll figure out how to calculate the partial (or marginal) effect, the main effect, and the interaction effect of regression variables on the response variable of a regression model. We’ll also learn how to interpret the coefficients of the regression model in terms of the appropriate effect.

Let’s begin with the partial …

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