Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
likelihood estimation technique to estimate the parameter values. The log-likelihood function can be written as follows, I have skipped a step in the above equation to make my job a bit easier (log of the product can also be written as the sum of logs). Note, it is difficult to maximize the above