The 19-year-old singer jetted off to the mountains of Aspen in Colorado, posted a shot of himself with the caption "Snowboarding with the fellas" on Instagram, reported E! online.
The photo showed him and a few guy friends heading up a mountain, with Bieber also posting a video of himself snowboarding down a slope in shades, a knit cap, a dark hooded jacket and jeans.
Earlier, cops had seized his cell phone and busted his friend during a raid after the egg-throwing incidence.