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He added, "I'm confident that our people made the right decision given the data that was in front of them".
What questions can be asked given the data that has already been collected and made available?
To obtain predictions that are not biased by selection, the conditional mean of the breeding values must be computed given the data that were used for selection.
When the MCMC algorithm converges, it yields successive samples from the posterior distribution of the parameters given the data that may be used to estimate summary statistics such as confidence intervals of model parameters to, theoretically, any desired degree of accuracy.
"In hindsight, we should have qualified the statements by saying that this was our best judgment given the data that we had," said Linda J. Fisher, who was deputy administrator at the time and has since left the agency.
It seemed particularly daunting to investors given the data that big companies are able to amass and slice and dice and use to train AI. "The theory went that if you were a startup, even if you could get people, you couldn't get the data," he said.
Similar(51)
I expected no less, given the the data that drove it.
"[They] have to believe in data, facts, in... experts who give us the data that shows that - proves that - this plane is in the south Indian Ocean," he said.
"But generally they would if we give them the data that shows a strong radiation storm is on the way".
In essence, heart rate monitors can give you the data that is necessary to help you get the most of your workouts and prevent injury.
Despite these limitations, it appears probable, given the data presented, that the authors have demonstrated a potentially important new finding with clinical implications that mandate further research.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com