Given the values of an unknown function ( f: ℝ → ℝ ) at some selected points, we try to calculate the parameters of a model function using OLS as a distance and _____.
a) Least Absolute Deviations
b) Maximum Likelihood Estimation
c) Ridge Regression
d) Kernel Regression