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Following the case studies, video demonstrations of statistical tests and procedures using SPSS were most helpful and effective instructional strategy in the online statistics class.
Instructional strategies adopted in the online course included an online discussion forum, video demonstrations of statistical tests and procedures in SPSS, case studies of published research articles, mini projects, learning reflections, and other module assignments.
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Another challenge is that the observational record during rapid Arctic change is short, which makes the demonstration of statistical significance difficult6,8.
The paper presents some results of a case study on "Demonstration of statistical approaches to identify the component's ageing by operational data analysis", which was done in the frame of the EC JRC Ageing PSA Network.
Strictly, the demonstration of statistical significance depends on several factors: the absolute size of difference between compared means, on the sampling variability, and on the number of samples.
The demonstration of statistical significance in scientific articles and project reports is commonly a fortuitous outcome of arbitrarily chosen sample size in relation to sample variance and the nature of the experimental or managerial treatments, with no consideration of what constitutes a material difference.
Here we suggest the use of and provide a demonstration of statistical models that maximizes both predictive model precision and accuracy that can discriminate among the high dimensionality of model space.
Figure 8 gives a quantitative demonstration of statistical robustness.
Hence, conclusive demonstration of statistical superiority requires a substantial increase in patient number.
The demonstration of statistical significance of VCIV in amelioration of disease is noteworthy in the context of the high efficacy of the vaccine in preventing influenza infection.
However, we also expect that the intervention 'holds at least a clinically relevant numerical edge over the control for those primary endpoints for which demonstration of statistical significance is not achieved.'[ 13] It is generally accepted that no adjustment for multiple endpoints is necessary under this scenario.
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