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Large research groups have recently joined forces and formed consortia to tackle the difficult problems of how to experimentally investigate connections in the brain and how to analyze and make sense of the enormous amount of data that arises in the process.
Thanks to work on potential outcomes and the counterfactual theory of causality stemming from the early ideas of Hume (e.g., Rubin 1974)—a number of quasi-experimental strategies have emerged that (under a set of fairly stringent assumptions) offer the possibility of estimating a causal effect from data that arises from non-experimental research designs.
The data that arises from these sensors can give a manufacturer the insight needed to predict when your appliance will need maintenance.
The resulting survival curves take into account the censoring of data that arises since not all patients died before the end of the analysis period.
CRFs were introduced initially for solving the problem of labeling sequence data that arises in scientific fields such as bioinformatics and natural language processing.
The impressive, though often uncontrolled, array of data that arises from this sort of work is often regarded as hypothesis-generating rather than hypothesis-testing.
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There are errors running through global warming data that arise from the simple fact that the global network of temperature stations was never designed or maintained to monitor climate change.
Bioinformatics tries to solve biological problems by using computers to make sense of the large amounts of data that arise from sequencing and other large-scale projects.
GEE methods are used to develop regression models for correlated data that arise from repeated measures of the same individuals over time [15 20].
Her continued series Material Speculation, for example, sees the reconstruction of ancient artifacts destroyed by ISIS in 2015, questioning the issues of ownership and access to data that arise with the new technologies that she uses.
In the B-model of topological string theory, the D-branes are complex submanifolds of a Calabi Yau together with additional data that arise physically from having charges at the endpoints of strings.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com