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Indeed, the effect sizes of correlation differences between low- and high-IQ participants appeared to be relatively constant across age.
Based on the recommendations of Vincent [11], values of 0 ≤ r ≤ 0.69 indicate small, 0.70 ≤ r ≤ 0.89 medium, and r ≥ 0.90 large sizes of correlation.
Factor analysis is very sensitive to the sizes of correlation, and correlation coefficients tend to be less reliable when estimated from small sample sizes [ 33].
Pooled data comprised of 9 players prior to block 1 and 14 players prior to block 2. Effect sizes of correlation coefficients were defined as follows: trivial 0.0; small 0.1 0.3; moderate 0.3 0.5; large 0.5 0.7; very large 0.7 0.9; nearly perfect 0.9 and perfect 1.0.
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In other words, BCCA cannot find diverse sizes of correlation-based biclusters, compared to BICLIC.
We here additionally included the ThyTSQ and found comparable effect sizes of correlations to ThySRQ items and AWI-18 as already shown between the other two questionnaires, implying that the three questionnaires measure related but sufficiently separate constructs.
We can see that the only parameter needed to be determined in the definition of the similarity measures (see (3) and (4)) is the size of correlation window.
Variables were ordered by absolute size of correlation within function.
Multiple regression (R) indicates the size of correlation between three FIQR domains as predictors taken together with the SF-36 subscale as criterion.
It would perhaps have been better to use the entire MBI-SS rather than using the exhaustion scale in isolation, since the other scales measuring cynical and detached attitude towards study and feelings of incompetence would have added on to the findings and perhaps even increased the size of correlation.
This study examined the relation between correctness of estimation and several data characteristics: number of events per variable (EPV), number of predictors, percentage of predictors that are highly correlated, percentage of predictors that were non-null, size of regression coefficients, and size of correlations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com