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In this field, meta-analysis techniques offer the potential to integrate and jointly analyze data from different sources.
As more studies attempt to jointly analyze data from different genotyping laboratories and across many different ethnicities, such errors have the possibility to not only reduce power but also to increase false-positive associations.
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One company solved that problem by assigning a small task force from within the team to jointly analyze the data provided by each department.
A more ideal system is for the statistician and biologist to jointly analyze the data and transfer their expertise to students.
A noteworthy extension would be to combine blind search algorithms with our algorithm to jointly analyze MS data for modified and unmodified peptides.
An example of data users and producers working together comes from Madagascar, where policy makers at the Ministry of Health and Family Planning (MOHFP) worked with researchers to link key program questions with the available data and jointly analyze and interpret data.
NF and ML prepared data for analysis and jointly analyzed the data.
They can jointly analyze and interpret data to answer programmatic questions.
For example, Petrik et al. identified biomarkers for brain tumors by jointly analyzing "omics" data from brain tumor tissue [ 9].
In particular, it is worth noting that jointly analyzing multiple data types will help enhance the understanding of the role of biomarkers in breast cancer pathogenesis and progression [ 14].
Their meteorological agencies exchange satellite data, jointly analyze radar and collaborate on storm forecasting.
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