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At fixed confidence level, local random sets are defined whose aggregation admits the calculation of upper probabilities of events.
This is true because the frequentist analysis is based on a fixed confidence level (here: 95%), whereas the Bayesian one allows more flexibility in the conclusions based on a full probability density distribution of the failure rate and therefore, permits better interpretation of the information contained in a small sample.
The horizontal red line defines the critical distance (based on the T -statistics) used to discriminate between 'compliant' and 'non-compliant' samples at a fixed confidence level for the class space (95% of sensitivity).
For the CEM task, a fixed confidence of 0.5 was empirically set for all configurations in selecting the recognized chemical entities.
The black square points denote pixels having a confidence measure higher than a fixed confidence threshold.
Figure 3 demonstrates the influence of the sample size on M E p at a fixed confidence level of 95%%.
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In this paper, we propose a sequential procedure for constructing fixed size confidence regions with a prescribed precision and a given coverage probability for the regression parameters of generalized linear models with adaptive designs.
Additionally, taking the costs of sampling units and making measurements into account, we compare sampling schemes with and without m-plicates designed to obtain fixed width confidence intervals for the mean.
For dichotomous data, when each subject is measured twice, investigators may use, either fixed length confidence interval, or power considerations is estimating the sample size.
In the event that New Year's Day came and went without a legislative fix, confidence, investment, markets and household spending would be hurt, analysts said.
The French are bristling at anything that smacks of surrendering parliamentary sovereignty, arguing that Berlin's grand plans can wait – the urgent issue is to fix Greece and Spain and restore confidence in the euro.
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