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The students were able to practice and apply (as part of a daily assignment) the various steps of analysis of microarray data.
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There was a constant interplay in the entire process between the various steps of the analysis.
Validations by Sanger sequencing were performed randomly after SeattleSeq annotation (4130 SNVs) at various steps of the analysis.
- The key question is how do we go from detection of individual molecules to new biological insights, and how do we make sure no information is lost or artifacts introduced during the various steps of recording, analysis and interpretation.
This approach comprises the different phases (with various steps) of planning, conducting, analysis and implementation.
The script provides a quality control report showing the numbers and percentages of spots discarded during the various steps of the data analysis pipeline as well as data of replicate spots with signal ratios >2-fold different from each other.
Towards this end, others have endeavored to benchmark the various steps of a typical metagenomic analysis.
The second key issue is to eliminate or reduce the biases introduced during various steps of a pathway-based analysis.
This partitioning of variance allows the removal of systematic error (which in the case of metabolomics data may easily arise from systematic or random error at various steps of the sample preparation or analysis) that may interfere with the regression of the response variable, hence the method's suitability to metabolomics data analysis.
The authenticity of the aDNA analysis was controlled at various steps of the laboratory work-flow.
Contamination can occur at various steps of analytical procedures such as sample collection, securing, transport, storage, and analysis.
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CEO of Professional Science Editing for Scientists @ prosciediting.com