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This is not true of arbitrary non-stationary random processes but it can be imposed on data acquisition as done in this work.
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This process allowed for the meaning of the data – and themes represented within it – to emerge freely without the constraints that might be imposed on the data if coding to a pre-specified coding frame.
Themes and patterns are identified from the data, rather than being imposed on the data and are presented in a clear manner that allows flexibility to aid the creative generation of theory.
The team agreed that for the purposes of meta-ethnography another important facet of interpretive rigour is whether or not we feel that the interpretation is grounded in the data (inductive), or is imposed on the data (deductive).
Limitations were imposed on the data to control for known discrepancies in the logger data, for example, contacts less than 1 s were removed as they can erroneously occur when two loggers are at the edge of their detection zones (Prange et al. 2006).
A hierarchical grouping was imposed on the data to examine the proportion of variance residing at three levels: 1) within breeds 2) between breeds within the same geographic region and 3) between geographic regions.
That is, our definition of mixed methods research was imposed on the data collection.
Minimum and maximum reporting contraints were imposed on the data by herd-year.
An FDR of 1% with at least two unique peptides was imposed on the data, and peptide spectral matches (PSMs) falling above this value were excluded.
The major problem with IPC instruments is that when responses to scale items are made by members of two clinical groups, and are assumed to be responses from equivalent groups, then a presumption of measurement equivalence/invariance (M-E/I) is imposed on the data.
A threshold value was imposed on the scintillation data because of the noise of the equipment, and any scintillation intensity above 0.04 dB was considered a scintillation event.
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