“…However, conventional 2D (sometimes 3D) graphs with Pb isotopic ratios and trace element ratios are still the main tool to demonstrate relationships between ore deposits and artefacts and to suggest their provenance areas (e.g. Pernicka et al, 2016a;Ling et al, 2019;Chugayev et al, 2020;Mödlinger & Trebsche, 2020;Orfanou et al, 2020;Berger et al, 2022a;Mödlinger et al, 2021;Oudbashi et al, 2021;Aragón et al, 2022;Berger et al, 2022b;Gavranović et al, 2022;Pryce et al, 2022;see also remarks in De Ceuster & Degryse, 2020: 110). Advanced statistical methods can be a valuable addition or alternative to such traditional biplots (Radivojević et al, 2019: 136;Artioli et al, 2020: 3;cf.…”