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Refers to any model where a random variable is related to one or more random variables by a function that is linear in a finite number of parameters.

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Intuitions about KNN and linear regression in a regression setting

I'd like to develop some intuitions about linear regression and KNN in a regression setting. Let's say I have 6 different datasets below. They all have 1 independent variable X and corresponding real …