Mixture model of pottery distributions from Lake Chad Basin archaeological sites reveals ancient segregation patterns

John D. O'Brien, Kathryn Lin, Scott MacEachern

We present a new statistical approach to analyzing an extremely common archaeological data type -- potsherds -- that infers the structure of cultural relationships across a set of…