Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
linear model, we would require two flat lines, and let these two lines be, where ϵ is Gaussian noise with parameters (μ, σ), and α, β are constants (which we will try to estimate). Also, note that we are using the same noise for both lines as we can assume that the data generating process is the