## Bayesian Linear Regression (in PyMC) - a different way to think about regression

Consider a data set, a sequence of point $@ (x_1, y_1), (x_2, y_2), \ldots, (x_k, y_k)$@. We are interested in discovering the relationship between x and y. Linear regression, at it's simplest, assumes a relationship between x and y of the form $@ y = \alpha x + \beta + e$@. Here, the variable ...

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