Preprints (not yet peer-reviewed)

889 downloads
4,591 views

Traditionally, statistical training has focused primarily on mathematical derivations and proofs of statistical tests. The process of developing the technical artifact—that is, the paper, dashboard, or other deliverable—is much less frequently taught, presumably...

["Statistics","Human-Computer Interaction","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.3210v1
449 downloads
2,057 views

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 challenges of ensuring that this research is reproducible. To address this challenge, we review...

["Anthropology","Computational Biology","Science and Medical Education","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.3192v1
838 downloads
3,931 views

Spreadsheets are widely used software tools for data entry, storage, analysis, and visualization. Focusing on the data entry and storage aspects, this paper offers practical recommendations for organizing spreadsheet data to reduce errors and ease later analyses....

["Computational Biology","Science and Medical Education","Statistics","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.3183v1
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