Flawed analysis either intentional or though misunderstanding of commonly accepted data analysis methods can lead to erroneous results and presumption of correlation of cause and effect, when, in fact, there is little or none.
In addition, scientific journals are challenged with formulating, implementing, and enforcing commonly accepted data deposition guidelines and addressing problems associated with the use of proprietary data.
Steps in metagenome analyses that can be automated should be automated to ensure quality, but this requires the establishment of commonly accepted data formats for metagenome sequences and their associated contextual (meta data, as well as defined interfaces for data exchange and integration a task that is tackled by the Genomic Standards Consortium (GSC, http://gensc.org) [ 132].
This, together with the implementation of external quality testing projects and the generation of a commonly accepted framework to report data from immunomonitoring assays [ 15], is a major international challenge for achieving comparability of data across institutions.
Hadoop is a commonly accepted framework for big data analytics.
Within other related "-Omics" communities such as proteomics, transcriptomics and genomics it is a commonly accepted practice to share data by submitting their results to a public repository during or prior to submission of their manuscript, resulting in shared high-quality, structured data [ 1].
The Data Protection Directive of the European Union has been used in this evaluation, as it is a commonly accepted and influential directive in the field of data processing legislation.
The Herfindahl-Hirschman index, a commonly accepted measure of market concentration, has been calculated from geological data (known elemental reserves) and geopolitical data (elemental production) for much of the periodic table.
"Storing that data in plain text violates a commonly accepted best practice in computer security". On June 6, viaForensics issued less-than-thrilling security grades for the Netflix app for Android, which flat-out failed to store users' passwords securely.
The decentralization of IRBs and the heterogeneity in their interpretation of the legal situation is one reason for the present lack of a commonly accepted language for participant consent forms to enable the sharing of research data.
Those results were compared to data from medical-grade equipment for measuring heart rate and carbon dioxide in the breath, a commonly accepted measure for gauging energy expenditure.
