Hanging I think, probably not because of preference but because of accessibility.
Studies have cited men are more likely to try "violent" methods, such as hanging, jumping, jumping in front of a train etc. Women are more likely to attempt overdose.
But it also depends on the stats you look up by country. And we cannot account for undocumented attempts or cases the coroner didn't rule as suicide.