Numerical Methods with Programming

Transforming data to make the Linear Least Squares work has limited applicability. Most nonlinear models cannot be transformed in this way, and even if the transformation is possible, it sometimes results in poorly fitting curves. We should consider the possibility of working directly with parameters that lead to nonlinear problems.