  We review variational and quantum Monte Carlo approaches based on (extended)
Lang-Firsov transformations of the Hamiltonian. Derivations for one, two and
many electrons are given, and results for the Holstein polaron, the
Holstein-Hubbard bipolaron, and the spinless Holstein model at finite carrier
densities are presented.
