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Overall, the color variations appear to correlate well (see the running correlation coefficient calculated using a window with 20 m width in Fig. 9b).
Preparation also involves sampling, running correlation and significance tests, and data cleaning, which includes removing or inferring missing values.
Twenty-one-year running correlation between Niño 3.4 SST averaged during the preceding December to February and Philippine monsoon onset date.
Before running correlation analysis, composites were made by averaging the item scores on each subscale.
Initial testing of discriminant validity by running correlation analyses between the CFPQ subscales revealed some substantial correlations, but these were not large enough to compromise the discriminant validity of the scales [ 40].
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We test these predictions by running correlations across all of the world's avifauna and with paired comparisons controlling for phylogeny.
Our additional robustness check includes running correlations of the perception of quality of health care and individual health care attributes (both obtained as fitted values from a probit analysis on individual socio-economic and demographic characteristics).
We further assayed the correlation between apoC-III ELISA and 9443 MALDI results per each sample; ELISA and MALDI results showed significant correlation (p<0.0001, Kendall's ran correlation tau).
We run correlation analyses both at the species (STIcat, STIeur and AL) and the community (CTIcat, CTIeur and CAL) levels, using, respectively, species and 1×1 km cell as samples.
We also ran correlation analyses for the time since amputation and VAS pain scores.
Before models were run, correlations among covariates were examined to assess collinearity (no predictors were correlated at | r| > 0.7) and age was standardized, a common procedure in regression to aid in interpretability of coefficient estimates (Gelman and Hill 2007).
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