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What is a reanalysis?

What is a reanalysis? Here are some definitions.

Noun
  1. A second or subsequent analysis.
  2. (linguistics) Analyzing a lexeme with a different structure from its original, often by misunderstanding. For example, hamburger, which is originally Hamburg + -er, was reanalyzed as ham + -burger, which produced words like cheeseburger.
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Examples
Reanalysis of the data with non-linear and non-parametric methods and assumptions did not change any of the inferences drawn.
A statistical reanalysis of four sets of functional magnetic resonance imaging data supports this theory, Lloyd reports in the Aug.
A reanalysis of Acrocranthosaurus atokensis, its phylogenetic status, and paleobiogeographic implications, based on a new specimen from Texas.
If a reanalysis takes hold, it must usually be because it spontaneously happens over and over, not because one infant's idea spreads to the speech community as a whole.
However, recent reanalysis of the fossil suggests that it was actually a type of brown bear.
The raw data from 39 of the studies underwent statistical reanalysis by a subgroup of experienced, impartial statisticians.

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