least squares fitting

The method of least squares is perhaps the most critical foundational technique in statistical modeling and data analysis. It is universally employed to derive the optimal regression line that best characterizes the relationship within a given dataset. Fundamentally, this methodology operates by minimizing the total sum of the squared differences between the actual observed values […]