Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
understand the workings of the EM algorithm, let’s stick with a linear model for now. The idea is pretty simple, if this wasn’t a step function, we could simply use a linear regression model. Moreover, if we somehow knew the point of the jump, we could add a dummy variable to our feature space (a