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Over the past few decades the medical research disciplines, especially the area of clinical trials, have widely emphasised the importance of rigorous experimental design, statistical analysis implementation and the correct use of statistics in peer-reviewed publications [ 2- 6].
Medical research disciplines, especially the area of clinical trials, have placed relatively more emphasis on the reporting of experimental design, statistical analysis implementation and the correct use of statistics in peer-reviewed publications [ 2- 6] in comparison to the current state in gene expression data analysis.
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A review of dropout prevention programs identified in the literature highlights methodological concerns, with a discussion of design, sampling, statistical analysis, and implementation issues.
The authors would like to thank Karen Meyer-Arendt for work on the Statistical Coupling Analysis implementation, Micah Hamady for work on the Myosin alignment, and Massimo Buvoli for suggesting the Myosin rod domain as a subject for coevolutionary analysis.
Data-driven statistical analysis concentrates on implementation of statistics algorithms [71, 72].
Statistical analysis involved the implementation of logistic regression models.
KH lead the design, implementation, statistical analysis and manuscript development.
JGDP undertook initial study design, software implementation, statistical analysis and interpretation, and drafted the initial manuscript.
MZ conducted the experiments and contributed to the study implementation, statistical analysis, interpretation, and the preparation of the manuscript.
'Evangelia Mourmoura conducted the experiments and contributed to the study implementation, statistical analysis, interpretation, and the preparation of the manuscript.
Po-Hsun Huang conducted the experiments and contributed to the study implementation, statistical analysis, interpretation, and the preparation of the manuscript.
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