Sentence examples for any stage of data from inspiring English sources

The phrase "any stage of data" is correct and usable in written English.
It can be used when referring to different phases or levels of data processing, analysis, or collection.
Example: "We need to ensure the integrity of any stage of data before making our final conclusions."
Alternatives: "any level of data" or "any phase of data".

Exact(2)

Social science researchers across the disciplines and in any stage of data collection are welcome.

The collected data contained no links to any individual identities at any stage of data processing and analysis.

Similar(58)

Complexity arises as a function of the number of degrees of freedom expended (the number of predictors including complex terms such as interactions and nonlinear terms) against the same data set during any stage of the data analysis.

Only when significant phenomenon has been identified can a stage of data analysis begin in which the phenomenon is deemed to either support or refute a theory.

It was neither detected in the parenchymal vessels nor in the neuropil at any stage of development (data not shown).

Although upregulation of GFAP was also observed in corpus callosum, no lesion was observed there at any stage of EAE (data not shown).

No such asymmetry in motor unit survival was observed in high-copy SOD1 G93A mice at any stage of disease (data not shown).

In contrast to what was observed in peripheral arteries (Goupille et al., 2008), Msx2 lacZ could not be detected in hyaloid, retina or choroid vessels at any stage of their development (data not shown).

The State Trait Anxiety Inventory scores of this sample were high at all stages of data collection.

The control group did not receive any intervention and after the last stage of data collection they received an educational pamphlet.

First, as with any longitudinal study, missing data becomes more extensive at each successive stage of data collection.

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