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We used the "sqreg" command in Stata Version 11 (StataCorp, College Station, TX) for our analysis and required the model to perform 100 repetitions of the analysis to provide more accurate bootstrapped standard errors.
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This approach is generally accepted for STXM stack based spectroscopic analysis and requires the identification the background areas reliably in order to access the background intensity data.
The nature and quality of the data, a majority of which was extracted from non-peer-reviewed project reports, restricts the statistical methods that could be used in data analysis, and requires the following caveats regarding generalizability.
Another rule-of-thumb [ 48] applicable for this type of study considers the number of 'candidate' independent variables, interaction and other terms used during analysis, and requires the sample size to be 10 20 times this number.
This can be particularly useful when the data provided by the external resource needs to be transformed in some fashion before being acceptable for downstream analysis and requiring the user to execute a separate formatting tool is not desired.
(5) The post-processing and data analysis is technically demanding and requires the consideration and correction of various experimental parameters if absolute metabolite concentrations are to be obtained.
However, these approaches are still very time intensive and require the analysis of several dozen proteolytic peptide fractions [ 38].
The satellite pictures were taken Sunday, the martime authority said, adding that because of the large volume of films and analysis required, the imagery showing the two objects, one measuring almost 80 feet, was not brought to the authority's attention until Thursday morning.
The high rate of missing data (26.5%) due to above all non compliance with monitor wearing among teenagers complicates the data analysis, and requires a more cautious interpretation of the results.
The subsequent functions in the package return visual feedback throughout the analysis and require little parameterization.
This adds complexity to the analysis and requires a significant amount of pre-analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com