Non Linear, Regression, Data Science, Python, Least Squares.
Poisson probability of seeing y events per unit time given a mean predicted rate of µ_(cap) events per unit time where µ_(cap) is a function of regression parameters x. We’ve dropped the _i subscript for brevity (Image by Author) Such a Poisson regression model is used for fitting counts based data