El material suplementario incluye un resumen extendido en español: ars.els-cdn.com/content/imag...

All of the data and code are fully reproducible and publicly available on a dedicated repository: github.com/jmkvieri/BBLoP

Funded by AHRC, ERC (@reverseaction.bsky.social), and the Osk. Huttunen foundation.

6️⃣The new modelling tools are readily applicable beyond archaeometallurgy, e.g, to compositional studies on ceramics or glass, or even to modelling the variability of diets in isotopic studies

5️⃣The new tools were applied to the study of Muisca goldwork from pre-Hispanic Colombia (AD 600-1600). The findings suggest the intra-regional circulation of imported gold, with people pooling metals from a variety of geological sources for communal festivities.

4️⃣Hierarchical (multilevel) model specifications can simultaneously consider both local and regional patterns in past craft production activities, whilst also accounting for sampling uncertainty. Think of it as zooming in and out on the past!

3️⃣Variability in dispersion can tell us about behavioural factors in the past—like centralised control over resources or local improvisation. For example:

High dispersion ➡️ decentralised or improvised production
Low dispersion ➡️ more standardised practices

2️⃣Compositional averages are often used to identify the desired performance characteristics of materials or in reconstructing artefact provenance.

But what if compositional dispersions are just as revealing?

We move beyond averages in explicitly defining 4 main sources of compositional variability

1️⃣Compositional data are often skewed and heteroskedastic, making them challenging to model.

Traditional approaches within archaeology, such as simple linear regression on log-transformed data, can make numerically impossible predictions.

Beta regression is shown to be a more robust alternative

Beyond baselines of performance: Beta regression models of compositional variability in craft production studies Chemical analyses of archaeological artefacts are often used for provenance studies and for assessing whether specific performance characteristics wer…

New paper out in JAS on beta regression models of compositional variability in craft production studies!

Huge thanks to co-authors @ercrema.bsky.social, María Alicia Uribe Villegas, Juanita Sáenz Samper and @martinontorres.bsky.social

www.sciencedirect.com/science/arti...

Key takeaways: 👇

Research Assistant (Fixed Term) at University of Cambridge Searching for an academic job? Explore this Research Assistant (Fixed Term) opening on jobs.ac.uk! Click to view more details and browse other academic jobs.

Research Assistant (Fixed Term)
University of Cambridge - Museum of Archaeology & Anthropology #skystorians 🗃️ www.jobs.ac.uk/job/DKT738/r...