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For achieving robust estimated results, a bootstrap technique is used.
The analysis with all PbBs provided robust estimated effects of lead on birth weight.
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Once again the proposed estimator gives more robust estimates, close to the CRLB.
Robust variance estimators were included to ensure more robust estimates of standard errors.
Robust estimates of N e of endangered taxa have been previously hampered by estimators that are sensitive to sample size.
The figure is "the most robust estimate we have," the report says.
The auditor general, Amyas Morse, last year wrote to the DfE permanent secretary suggesting that the department lacked "sufficiently robust estimates of the financial risks of the project".
Caballos and colleagues have thought through these difficulties, and come up with probably the most robust estimate yet of how severe the modern crisis is.
The IMF calls the revelation "shocking" and says the figure is an "extremely robust" estimate of the true cost of fossil fuels.
The modes of the system are then randomly sampled to provide robust estimates.
On the other hand, robust estimates are insensitive to outliers, but are inherently non-linear.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com