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This suggests that all four methods generate estimates that are reasonably robust with large sample sizes, even where a substantial proportion of the data are missing.
Most significantly, PATHd8 and Dating5 together identified five of these major clades as having crown diversification restricted to the Cenozoic (Ratites, Charadriiformes, Procellariiformes, Cuculiformes and Apodiformes), although the remaining methods generate estimates for these same nodes that are on average more than 50% older.
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Note that the PCA-based methods generated estimates on a continuous scale, which can be less than 0 or larger than 2.
This method generates estimates by obtaining solutions to linear equations via simulated annealing.
The bilinear interpolation method generates estimated values between grid points.
Lastly, we used both methods to generate estimates for several hominin species, including the early hominins Ardipithecus ramidus and Australopithecus afarensis, and compared the estimates.
There also has been evidence that the methods used to generate estimates of exposure to air pollution could affect the health risk estimates in epidemiological studies [ 20, 21].
A Bayesian inference method has been designed to generate estimates of multiple variable objects entering and exiting the scene.
PURPOSE: Kaplan-Meier methods generate an estimate of survival when follow-up is less than complete.
Although prediction of nodal status is of limited interest clinically, the study uses innovative statistical methods, rigorously generates estimates of future classifier performance and further demonstrates the feasibility of accurate prediction of tumor biology with expression arrays.
Standard methods of analysis yielded conditional estimates depending on compliance and survival, whereas new, likelihood-based methods generated unconditional estimates applicable to the full intent-to-treat population.
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