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IsoRankN requires two forms of data as input: PPI networks and sequence similarity scores.
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The test can be applied to any form of data, as long as an appropriate statistical model can be specified.
Crystallization is a methodological framework for bringing together different forms of data and analysis as well as different genres and forms of sense making within interpretive methodology.
In our opinion it is preferable to screen for various other forms of data clustering as part of the data analysis in a multicenter study as well.
This included using the transition matrices to spot pupils not achieving expected progress and cross-referencing that with other forms of data such as attendance figures to question why.
Other forms of data, such as lifestyle data, may be collected in order to aid research.
It removes much of the effort and risk of error associated with collating other forms of data such as triggered fault records (which may be accurately timestamped but have different start/end times).
Gathering other forms of data, such as those obtained by field observations or scanning organizational documents, could provide complementary data.
Because previous studies had over-relied on interviews, we wanted to include other forms of data such as documentation to check reported behaviour against documented behaviour.
Integration of additional forms of data, such as genomic sequence, location, and copy number alterations, can potentially expose the transcriptional mechanisms that regulate the expression of these correlated genes.
In addition to providing a diagnostic tool to identify students' misconceptions about evolution, tree thinking can also serve as an organizing concept that connects different forms of data that serve as evidence of evolution.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com