Sober starlet Lindsay Lohan bounced over to the Big Apple this week, where she was spotted shopping naked! Well, spotted shopping at Naked.

Lindz took her sweet time picking up duds -- and her snowboreder boyfriend wasn't there to follow her around.

Crazy scene -- check it out.