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linear-regression-as-maximum-likelihood icon linear-regression-as-maximum-likelihood

In this lab, we explore the concept of linear regression in terms of maximum likelihood estimation. We first load some standard libraries and define a function to give us some random data points, for the purposes of example.

linear-regression-prostate-cancer-dtatset icon linear-regression-prostate-cancer-dtatset

In this notebook, I create a linear regression using a real-world example, a dataset that contains information about various clinical measures in men and their levels of prostate-specific antigen (PSA).

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