Investigating the production provenance of iron artifacts with multivariate methods

► We introduce a multivariate strategy for sourcing slag inclusions in iron objects. ► We model slag inclusion formation and chemistry using principal component analysis. ► Principal component analysis identified experimental objects to correct source. ► Linear discriminant analysis identified experimental objects to correct source. ► Multivariate provenance techniques performed well with published archaeological data.