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- 18:21, 17 April 2024 Rice talk contribs created page Maximum likelihood estimation (Created page with "'''Maximum likelihood estimation (MLE)''' is one of the methods to find the coefficients of a model that minimizes the RSS in linear regression. MLE does this by maximizing the likelihood of observing the training data given a model. = Background = Consider objective function <math>y = w_0 x_0 + w_1 x_1 + \ldots + w_m x_m + \epsilon = g(x) + \epsilon</math> where <math>y = g(x)</math> is the true relationship and <math>\epsilon</math> is the res...") Tag: Visual edit