We introduce and analyze a lattice model of anyons in a periodic poten
tial and an external magnetic field, which exhibits a transition from
a Mott insulator to a quantum Hall fluid. The transition is characteri
zed by the anyon statistics alpha, which can vary between fermions, al
pha = 0, and bosons, alpha = 1. For bosons the transition is in the un
iversality class of the classical three-dimensional XY model. Near the
fermion limit, the transition is described by a massless 2 + 1 Dirac
theory coupled to a Chern-Simons gauge field. Analytic calculations pe
rturbative in alpha, and also a large-N expansion, show that due to ga
uge fluctuations, the critical properties of the transition are depend
ent on the anyon statistics. Comparison with previous calculations at
and near the boson limit, strongly suggest that our lattice model exhi
bits a fixed line of critical points, with universal critical properti
es that vary continuosly and monotonically as one passes from fermions
to bosons. Possible relevance to experiments on the transitions betwe
en plateaus in the fractional quantum Hall effect and the magnetic-fie
ld-tuned superconductor-insulator transition are briefly discussed.