Regression, Machine Learning, Artificial Intelligence, Linear Regression, Python.
vector of coefficients, yᵢ is the observed response variable for the i-th observation, θᵢ is the vector of predictor variables for the i-th observation, f(yᵢ; θᵢ, β) is the probability density function for the response variable, and dⁱ is the weight for the i-th observation. The goal of MLE is to