Preprints (not yet peer-reviewed)

327 downloads
847 views

The sharing and re-use of data has become a cornerstone of modern science. Multiple platforms now allow quick and easy data sharing. So far, however, data publishing models have not accommodated on-going scientific improvements in data: for many problems, datasets...

["Computational Biology","Ecology","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.3401v1
48 downloads
324 views

In translational medicine, the technology of RNA sequencing (RNA-seq) continues to prove powerful, and transforming the RNA-seq data into biological insights has become increasingly imperative. We present the Transcriptomics profiler for Easy Discovery (TED) toolkit,...

["Bioinformatics","Genomics","Translational Medicine","Computational Science","Data Science"]
doi:10.7287/peerj.preprints.3385v1
1,052 downloads
5,077 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
676 downloads
2,469 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
1,258 downloads
4,830 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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