nonrepresentative in A Sentence
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Nonrepresentative data are bad for out-of-sample generalizations, but can be quite useful for within-sample comparisons.
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In my experience, government data tends to be less Nonrepresentative, less algorithmically confounded, and less drifting.
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Additional human error-- including poor facilitator training, recruitment of Nonrepresentative samples, and rushed interpretation of results-- create the potential for ambiguous or unusable research results.
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Rothman, Gallacher, and Hatch(2013), which has the provocative title“Why representativeness should be avoided,” make a more general argument for the value of intentionally creating Nonrepresentative data.
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As Snow's work illustrates, there are some scientific questions for which Nonrepresentative data can be quite effective and there are others for which it is not well suited.
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6
One thing that is clear, however, is that if you are forced to work with non-probability samples or Nonrepresentative big data sources(think back to Chapter 2), then there is a strong reason to believe that estimates made using post-stratification and related techniques will be better than unadjusted, raw estimates.
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