  We study nonlinear approximation in $\operatorname{BMO}$ from splines
generated by a hierarchy of B-splines over regular multilevel nested partitions
of $\mathbb R$. Companion Jackson and Bernstein estimates are established that
allow to completely characterize the associated approximation spaces.
