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Before starting data analysis, flow regimes need to be established, so that non-laminar data points can be discarded.
The analytic plan was determined prior to starting data analysis.
However, it is important to use an appropriate data pretreatment method before starting data analysis.
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After transcribing the interviews to text format and entering the responses of ELT students to the open-ended questions to MAXQDA software we started data analysis by drawing the codes and themes.
Model-based, three-dimensional (3D) image reconstruction procedures require a starting model to initiate data analysis.
The initial project focus will be on identification of cases and controls, data linkage opportunities and methodological issues relating to the establishment of SID-Cymru and routine data linkage (phase 1), before starting data extraction and analysis (phase 2).
GEP/GPPs require many of the same credibility-related features as GLPs: a detailed research protocol based on a stated hypothesis before the study starts; data collection, analysis, and storage procedures; and quality control measures.
The authors conclude the survey stating that text mining is an open research area and that the objectives of the text mining process must be clarified before starting the data analysis, since the approaches must be chosen according to the requirements of the task being performed.
Before starting exploratory data analysis, a quality check of the Draize eye test data was performed.
Before starting NGS data analysis, it is necessary to understand the various file formats that are commonly used.
Ideally, the considered classification methods should be documented in form of an analysis plan (in the vein of those written by pharmaceutical laboratories for their (pre- clinical studies) before starting the data analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com