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The steps involved in creating a non-redundant dataset assure that our conclusions are not biased by over-representation of particular proteins or small samples.
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The analysis of a number of microarray datasets assured us that the composite elements with a specific orientation of AuxRE and the coupling motifs and the certain range of spacer length between them were associated with auxin responsiveness.
For reasons related to storing the similarity matrices, the similarity threshold evaluation began at t = 0.30 in the case of the WOMBAT and MLSMR datasets, to assure that the produced networks can be stored and processed by the available computational tools.
Furthermore, it protects patient privacy by disclosing only de-identified datasets to assure that biospecimens can be made accessible to researchers.
CheS-Mapper uses the CDK library (The Chemical Development Kit [11]) to read the dataset, which assures that a wide range of chemical formats is supported.
The quality of the dataset was assured by an independent script review.
The quality of the manually built sitagliptin dataset was assured by an independent second reviewer.
This sort of database can only be reliably used if the quality of the datasets is assured by eliminating chemical shift data that have not been generated in a standard buffer and at a constant temperature.
Therefore, it is crucial to select methods appropriate for a given dataset in order to assure the validity and reliability of expression data analysis.
VIBE 2.0 does not perform any data quality checks beyond assuring dataset sample sizes match and the data have appropriate values for the statistical method to be employed.
Despite this, the similarity in distributions of these datasets is re-assuring, suggesting that there are few regional biases in the NED.
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CEO of Professional Science Editing for Scientists @ prosciediting.com