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The two studies used different ways of analyzing data, and leaders of the studies said they now need to resolve the apparent conflict.
I work on ways of analyzing data; helping people design experiments and trying to find the best way of collecting data".
In addition, based on three ways of analyzing data from backcrosses, the results are consistent with resistance conferred primarily by allelic variation at one locus in each strain (Table 1, Fig. 2, and Tables S2 and S3).
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This method, known as complete case analysis, is a very inefficient way of analyzing data and does not make use of all available information.
Furthermore, this way of analyzing data allows for the direct comparison of the outcome for mothers and fathers in the same families.
If you've got a really localized topic--like the obesity problem at your University, for instance--you might want to consider creating a short questionnaire or other way of analyzing data of concern to your project.
Finally, variety includes the different formats and types of data, as well as the different kinds of uses and ways of analyzing the data.
That will dissuade researchers from trying new ways of analyzing their data to get a more interesting result, or "P-value hacking, where people sort of shop around for a statistical test to give them the P value that they love," said NIH Director Francis Collins in a call with reporters.
This relationship is robust to a number of alternative ways of analyzing the data.
There may be several valid ways of analyzing a data set.
capensis lineages that span the majority of South America are panmictic and there is evidence of shallow phylogeographic structure within A and B, although different ways of analyzing the data do not always recover clades within these lineages (see Additional files 2 and 3).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com