Practical vs statistical significance pdf
[DOC File]Sampling and Sample Size - Columbia University
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Statistical significance versus practical/clinical significance (or importance): Statistical significance means that a difference is “real” and not just due to sampling variability or chance. That is, the difference would persist if the study were repeated with new random samples.
[DOC File]A Spreadsheet for Deriving a Confidence Interval, Mechanistic
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Statistical significance becomes less conservative with suboptimal sample sizes: for example, a change in the mean of 1 unit with a threshold for benefit of 0.2 units is a moderate effect using a modified Cohen scale (Hopkins, 2006b), but if this effect was only just significant (p = 0.04) because of a small sample size, the risk of harm would ...
[DOC File]Evidence-Based Practices in Online Learning: A Meta ...
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Among the other 10 practices, which were not part of the conceptual model, none attained statistical significance. When the five K-12 studies are removed from the analysis, two additional practices are found to be statistically significant moderators of the effects of online learning – time spent on task and opportunities for face-to-face ...
[DOC File]Guide to calculating, interpreting and using effect size
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The statistical significance is usually calculated as a ‘p-value’, the probability that a difference of at least the same size would have arisen by chance, even if there really were no difference between the two populations. ... Kirk, R.E. (1996) ‘Practical Significance: A concept whose time has come’. Educational and Psychological ...
[DOC File]MULTIPLE REGRESSION AND CORRELATION
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The F tests of statistical significance for the sets of variables and the set of (c-1)(d-1) interaction variables are identical to the corresponding F tests in analysis of variance if the denominator of Formula (4) is replaced by the Mean Squares Within Cells for all three tests.
[DOC File]Probabilities of Clinical or Practical Significance
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The meaning is enhanced by expressing the probabilities in qualitative terms such as unlikely, almost certainly, and so on. I present here a table for assigning such terms to probabilities, and a link to a slide show on statistical vs clinical or practical significance. KEYWORDS: effect magnitude, P value, statistical significance. Reprint pdf ·
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