What is GLM short for?

The General Linear Model (GLM) is a statistical tool that shares a fundamental mathematical structure with multiple regression analysis. Despite this similarity, the GLM distinguishes itself by emphasizing its flexibility and applicability in diverse contexts.

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Unlike traditional regression models, the GLM is uniquely suited to handle both multiple qualitative and multiple quantitative variables within the same framework. This versatility allows researchers to analyze complex datasets without being constrained by the nature of their variables.

The GLM's adaptability stems from its ability to model the relationship between a response variable and one or more predictor variables through a linear combination of their effects. Importantly, the GLM does not assume that the response variable follows a normal distribution, making it suitable for a wide range of data types.

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