By Ben Lee Data for this walkthrough are available here. Why Use an SEM? Autocorrelation is everywhere in Ecological data, and fundamentally violates the assumptions of univariate linear models. Path analysis allows us to partition the variance of responses through a series of linear models. In our example, we'll be …