Hello everyone! Welcome to the message board, honk honk!!!!
Yep! That's a wig.
Although in 'A Night in Casablanca' it is Harpo's real hair dyed and curled with extra bits of fluff in it to make it seem fuller. Caroline (a.k.a. 'Lino')