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Chemometric methods were used both at experimental design and multivariate data analysis stages.
We anticipate that the number of lists will increase over time; that the composition of some lists will grow and/or change over time as new information becomes available; and that the lists will benefit the scientific community, e.g. at experimental design and data analysis stages.
The challenges in performing a lipidomic analysis at the experimental and data analysis stages are discussed.
Confidentiality was maintained at the data collection process and data analysis stages.
This awareness led the research team to meet during the data analysis stages, with the goal of reflecting on our role and potential influence.
Statisticians should be involved in both the study design and data analysis stages to ensure that issues such as measurement error, multiple testing, and repeat measures are adequately addressed and that appropriate statistical tests and models are used.
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Using insights from the data analysis stage, implement changes as part of an ongoing fundraising strategy.
At the data analysis stage, data were weighted to the profile of all adults aged 18-64 in each country.
To avoid the influence of these systematic errors, biases should be monitored from the design stage to the data analysis stage.
Though the technique is relatively simple, several potential pitfalls exist at both the sample preparation and the data analysis stage that investigators should be aware of for obtaining reliable data.
This shows that if the gradients are required in the data analysis stage, CS should not be used as the compression method whereas direct WC is still a viable lossy data compression method.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com