Add Cubic least-squares fitting
Generalize for D-degree polynomials LSFitting
Remove hardcoded vector lengths in Stats.hpp
Add weighted LSFit

Points are weighted linearly with factors 1..n in the order of the vector
Add demo comparing weighed against unweighted algorithm
Merge branch 'clsfit'