Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
we have no information about the jump, we modeled that using a Bernoulli random variable with a parameter θ. This allowed us to complete the description of our model. To estimate the parameters of our model, we used MLE. And, to simplify our log-likelihood expression, we used an idea from the EM