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Using Begg's test to calculate a correlation coefficient between log RRs and their standard errors, we found there was no evidence of publication bias for overall summary estimates of COX inhibitors use (P=0.902).
A summary of the most and least important barriers based on the most frequent faculty response (mode) is given in Table 2 (see Supplemental Table S1 for overall summary statistics and Tables S2 S4 for summary statistics by institution type).
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To assess inter-rater reliability, we first computed the percent agreement for the five Potential/Protection matrix ratings (low/moderate/high), as well as for the overall summary ratings (6-point scale) for each area assessed.
See Table 1 for an overall summary of detected known and novel non-coding RNAs and cis-acting RNA elements in the PigEST data.
Lower scores were noted for the SF-NDI "tension", "interference", "work" sub-scales in patients with functional dyspepsia compared to organic cases and for the overall summary score (Table 2).
Among the individual THMs, chloroform showed a similar pattern of risk for stillbirths and low and very low birth weight to that of TTHM, both for the overall summary estimates across the three regions and in each individual region.
Heterogeneity was quantified for the overall summary estimate using the I2 statistic [ 20, 21], that indicates the percent variability due to between-study variability as opposed to within-study variability.
For example, a short overall summary for the book I Am Malala might look like this: "The youngest recipient of the Nobel Peace Prize, Malala Yousafzai tells her incredible true story in I Am Malala: The Girl Who Stood Up for Education and Was Shot by the Taliban.
It should be noted that the only differences between primary and secondary reviewers are that primary reviewers lead off the panel discussion by presenting their critique first and are responsible for crafting an overall summary of the panel discussion for the application(s) they are assigned as the primary reviewer.
There are two general categories for detecting misfit: overall (summary) misfit, using the entire response matrix, and the individual fit (examining all items and all persons individually).
They can be obtained by applying a related dimension-reducing matrix M, expressed as: (4a) M [ x 0 ] = I (v ℓ ) ⊗ z [ x 0 ] T (4b) M [ ℓ 0 ] = c [ ℓ 0 ] T ⊗ I (v x ) (4c) M [ c ] = 1 (L + 1 ) T C ⊗ I (v x ) for predictor-specific summary association at x0, for for lag-specific summary association at ℓ0, and for overall cumulative summary association, respectively.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com