Hostile takeovers are a very small fraction (single digit percentage) of PE buyouts and have been for a long time.

And if taking on debt were so advantageous in and of itself you would think the executives of these companies that solicit PE buyout offers would just issue the debt themselves and enjoy their increasingly valuable options packages.