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On the basis of these experiments along with further data analysis (ie reaction orders, Tafel slopes, etc)., a mechanism of oxygen reduction on an oxide-derived Pd electrode is proposed to explain the observed rate equation.
A second investigator (PC) then examined the initial coding, contested the labeling and allocation of comments to categories where deemed appropriate, and assisted with further data analysis and theorization.
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When developing Prognostic and Health Management (PHM) applications for manufacturing systems, data acquired frequently comes with issues which hinder further data analysis.
Pattern-matching logic compares empirically based patterns with predicted patterns, enabling further data analysis techniques (explanation building, time series analysis, logic models, and cross-case synthesis).
In combination with exploration functionalities and further data analysis steps such as correlation and clustering this is crucial for the gain of knowledge from large-scale datasets.
Further data analysis with partition algorithms to find a protein signature which can classify all samples with high certainty revealed more than one protein required in order to define sample identity.
Image quality was controlled by visual inspection, and images with artefacts were excluded from further data analysis.
Further data analysis then proceeded with the eyes-open periods.
Further data analysis was performed with MAQGene using general parameters previously described (Bigelow et al. 2009).
For validation of the data, external qualitative co-researchers, not involved in the data gathering and analysis, cross-checked initial codes and reached agreement with the researchers about the codes for further data analysis.
The generated plots and comprehensive tables containing all the relevant information (individual data, statistical analyses, and additional clinical data) may be downloaded for further data analysis or representation with any software the investigator is used to (e.g., Excel or any other spreadsheet or graphing tool).
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