  We prove strong-type $A_p$-$A_\infty$ estimate for square functions,
improving on the $ A_p$ bound due to Lerner. Entropy bounds, in the recent
innovation of Treil-Volberg, are then proved. The techniques of proof include
parallel stopping cubes, pigeon-hole arguments, and the approach to entropy
bounds of Lacey--Spencer.
