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For each quarter in our sample, we conduct the two tail version of the test so that the null hypotheses of randomness (i.e., no spatial dependence) is contrasted against the alternative of no randomness (or spatial correlation).
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To ensure the thoroughness of the sample, we conducted internet searches to identify additional institutions using SCALE-UP instruction.
For each sample, we conducted three biological and three technical replicates.
After we had recruited about half of the sample, we conducted an interim analysis of the data.
Using a small sample, we conducted a brief trial to determine whether any cultural, language, or administration methods should be revisited.
To confirm validity of the apathy subscale in our sample, we conducted a confirmatory factor analysis based on the six factor model (Adams et al., 2004).
Although we did not specifically sample early school leavers, in order to increase the representativeness of our sample, we conducted additional recruitment of those who left school early to attend colleges of further education (hereafter known as colleges).
After the third afternoon sample, we conducted a hypothalamic response test by administering a single intravenous injection of NMA (Sigma) at a dose of 40 mg/kg (Gore et al. 1996; Nyberg et al. 1993).
To demonstrate that the probe can accurately measure the reduced scattering coefficient of a sample, we conducted a series of measurements on liquid suspensions of polystryene microspheres (Duke Scientific) in water.
To gain a better understanding of these findings and the restructuring that occurred after hospitals were converted to private for-profit and non-profit status in our sample, we conducted a series of exploratory regressions.
Since we found that excluding "early failures" strongly improved persistence rates for the retained sample, we conducted an unplanned follow-up analysis to evaluate whether a simple "early failure" test could be used as a practical tool to screen patients who were likely to be nonpersistent.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com