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Finally, the efficiency of this model as an autonomous robot action selection mechanism is assessed in a standard survival task.
A standard survival analysis with robust standard errors was used for all evaluations.
In a standard survival analysis there is one event (for example, death) and one time (for example, days until death).
The first step was to use a standard survival tree model [ 45- 50] to classify patients into different risk groups according to their incidence rates.
As well, it has been questioned whether a standard survival analysis framework is appropriate if there is an identifiable mixture of "cured" and "non-cured" patients [ 3- 5], for whom there may be distinguishably different factor effects [ 4, 6].
The method gives consistent estimates of heritabilities and genetic correlations between traits, and makes it possible to estimate breeding values for health, or environmental robustness, that might be more informative than a standard survival analysis based on challenge tests only.
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This is a fairly standard survival island map, with one twist — there's only one tree near the spawn, and it isn't on your starting island!
25 A review of standard survival analyses and the use of the outstanding Bioconductor tool suite is available at http://cran.r-project.org/web/views/Survival.html.html
Shared frailty Cox models provide a useful extension of standard survival models by introducing a random effect (frailty) when the survival data are correlated [ 24].
Frailty models are an extension of standard survival analysis models which allows to account for unobserved random heterogeneity [3] or equivalently, to include random effects.
Cell survival was measured using a standard clonogenic survival assay as previously described [28].
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