Properties of splines in tension

Abstract Rigorous arguments are given establishing convergence rates and asymptotic behavior of interpolatory tension splines with variable tension. It is shown that for sufficiently smooth data, convergence is O ( h 4 ) for uniformly bounded tension parameters. For large tension parameters the tension spline is essentially locally linear and applications of this fact are given which allow one to construct convex or monotone approximants.