  A large fraction of the information collected by cosmological surveys is
simply discarded to avoid lengthscales which are difficult to model
theoretically. We introduce a new technique which enables the extraction of
useful information from the bispectrum of galaxies well beyond the conventional
limits of perturbation theory. Our results strongly suggest that this method
increases the range of scales where the relation between the bispectrum and
power spectrum in tree-level perturbation theory may be applied, from k_max ~
0.1 h/Mpc to ~ 0.7 h/Mpc. This leads to correspondingly large improvements in
the determination of galaxy bias. Since the clipped matter power spectrum
closely follows the linear power spectrum, there is the potential to use this
technique to probe the growth rate of linear perturbations and confront
theories of modified gravity with observation.
