Least-Squares Cubic Spline Fit

A cubic spline function with NB - 1 segments is a function consisting of NB - 1 pieces, each of which is a cubic polynomial.   At the abscissae, called knots, at which adjacent segments meet, the function has C2 continuity, i.e. continuity in value, first derivative, and second derivative.
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