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A selection criterion, based on estimated probability and its degradation function, is proposed in order to match stability and performance metrics fulfillment.
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Candidate models, that are first parameterized through a Global Sensitivity Analysis, are ranked based on estimated probabilities that measure the extent of agreement of their predictions with observed data.
The NRI calculations are based on estimated probabilities of event from logistic regression models.
However, we used inverse probability weighted method to directly analyse only the complete cases with special weights assigned to those cases based on estimated probabilities of completeness, thereby minimising the possibility of attrition bias.
In the first step, samples and genes are grouped based on estimated CN levels, estimated probabilities of CN alterations [ 20] or quantiles [ 21].
It is based on estimating the probability density function (pdf) of the log-likelihood ratio (LLR) at the output of the decoder using a normal density as a reference.
We may try to do a calculation as the sales representative is giving the spiel: The service contract is appealing if it is less than the replacement price of the product minus some factor based on the estimated probability of its failure.
The exploitable geothermal potential can reach 1200 GWe based on an estimated probability of 70%.
In 2050, there will be more than 70 GWe of EGS based on an estimated probability of 85%.
The methodology can help pipeline engineers and asset managers in prioritizing pipeline repairs and/or replacements based on their estimated probability of failure.
Based on the estimated probability assigned by the model, The MACS rule stratified patients into four risk groups (figure 2).
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CEO of Professional Science Editing for Scientists @ prosciediting.com