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As molecular marker information becomes more available, their usage as a criterion for establishing core collections has become increasingly appealing.
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On the other hand, as the number of records used for training increases more information becomes available to estimate the effects of markers and, given sufficient records for training, even small differences in breeds will make BSAM advantageous.
Too much information became no information.
When should 'privileged' information become 'public' information?
With the advent of increasingly more cost-effective genotyping methods, this may become a possibility for the future, but for now AMGP has to rely on pedigree, in addition to marker information.
This DNA marker information is also useful for HWC2 mapping.
Consider n sires with m marker information.
The accuracy of selection increases when more information on the marker effects becomes available over generations, and this effect is larger in the selection scheme than in the random selection scheme, probably because the favourable alleles become more abundant and are thus more accurately estimated.
Accuracy of selection was the highest for EVERY-GEN and increased from 0.647 to approximately 0.820 over generations, due to the increased amount of information on marker effects that becomes available.
When one builds on this representation, the way in which one may maximize the genetic information from multiple markers becomes obvious.
When do "data" become "information" in medicine?
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CEO of Professional Science Editing for Scientists @ prosciediting.com