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Given the levels of agreement between outcomes, inference results will be presented here for CA, CW and DDE (results were similar for the other outcomes and are available upon request).
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In clinical trials with right-censored failure time outcome, inference often focuses on the comparison of survival curves.
When using these models to determine whether a variable is associated with outcome (inference), unless the sub-model can be pre-specified, there will be explicit or implicit multiple hypotheses tests associated with each variable.
There are simply too many different processes that can lead to the same genetic outcome for inferences to have the level of certitude that many researchers and managers desire.
These analyses indicate that the treatment effect estimate of the primary outcome, its inferences and ultimately our conclusions are robust to departures from the assumptions of ignorable missing data.
(ii) Absent prior cross-covariate restrictions on treatment outcomes, they prescribe inference that is completely separate across covariates, leading to no-data rules as the support of a covariate grows.
Technically, we cast this predict-and-optimise as maximising the chance of favourable outcomes through active inference.
However, in the present study the simultaneous analysis of possible risk factors and outcomes prevents any inference regarding the direction and possible temporal sequence of the observed associations.
The main idea of SCM is to borrow information from related diseases and health outcomes to strengthen inference, allowing to identify specific and shared (common to both) spatially-varying risk factors for each disease.
Most important, all existing surveillance systems, once they fulfill the requirements for linkage, can serve descriptive functions and allow the conduct of ecologic analyses in the broadest sense that is, population exposures and outcomes for population inference.
The reasoning performance of the developed FRVPNs was verified by comparing the inference outcome to that of the Mamdani method.
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