Reproducibility in scientific computing

P Ivie, D Thain - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Reproducibility is widely considered to be an essential requirement of the scientific process.
However, a number of serious concerns have been raised recently, questioning whether …

Inference from large sets of radiocarbon dates: software and methods

ER Crema, A Bevan - Radiocarbon, 2021 - cambridge.org
The last decade has seen the development of a range of new statistical and computational
techniques for analysing large collections of radiocarbon (14C) dates, often but not …

Archaeological assessment reveals Earth's early transformation through land use

L Stephens, D Fuller, N Boivin, T Rick, N Gauthier… - Science, 2019 - science.org
Environmentally transformative human use of land accelerated with the emergence of
agriculture, but the extent, trajectory, and implications of these early changes are not well …

[KSIĄŻKA][B] Reproducibility and replicability in science

National Academies of Sciences, Policy, Global Affairs… - 2019 - books.google.com
One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …

Digital data and data literacy in archaeology now and in the new decade

E Kansa, SW Kansa - Advances in Archaeological Practice, 2021 - cambridge.org
Digital data play an increasingly important role in how we understand the present and the
past. The challenges inherent in understanding and using digital data are as intellectually …

Understanding stone tool-making skill acquisition: Experimental methods and evolutionary implications

J Pargeter, N Khreisheh, D Stout - Journal of Human Evolution, 2019 - Elsevier
Despite its theoretical importance, the process of stone tool-making skill acquisition remains
understudied and poorly understood. The challenges and costs of skill learning constitute an …

Open science in archaeology

B Marwick, J d'Alpoim Guedes, CM Barton… - SAA Archaeological …, 2017 - eprints.gla.ac.uk
In archaeology, we are accustomed to investing great effort into collecting data from
fieldwork, museum collections, and other sources, followed by detailed description, rigorous …

Practical reproducibility in geography and geosciences

D Nüst, E Pebesma - Annals of the American Association of …, 2021 - Taylor & Francis
Reproducible research is often perceived as a technological challenge, but it is rooted in the
challenge to improve scholarly communication in an age of digitization. When computers …

Packaging data analytical work reproducibly using R (and friends)

B Marwick, C Boettiger, L Mullen - The American Statistician, 2018 - Taylor & Francis
Computers are a central tool in the research process, enabling complex and large-scale
data analysis. As computer-based research has increased in complexity, so have the …

House of cards: cultural taxonomy and the study of the European Upper Palaeolithic

N Reynolds, F Riede - antiquity, 2019 - cambridge.org
A fundamental element of Upper Palaeolithic archaeological practice is cultural taxonomy—
the definition and description of taxonomic units that group assemblages according to their …