Sentence examples for statistical guarantees from inspiring English sources

Our competence-based concept detection method requires no prior knowledge of case distribution and provides statistical guarantees on the reliability of the changes detected, as well as meaningful descriptions and quantification of these changes.

More specifically, we find the values of the probabilities p and q along with the maximum secondary transmission rates and powers that maximize the average rate of a secondary user while providing statistical guarantees for the performance of PRNs.

In order to study the statistical guarantees of our algorithm, we need to take three aspects into account.

Essentially, this procedure draws samples until it can assert or reject a probabilistic formula with statistical guarantees on the error rates.

MP-EST is one of the popular methods for estimating species trees from a collection of gene trees, and has statistical guarantees under the multi-species coalescent model.

Some of these DCMs are useful for large-scale optimization but do not provide any statistical guarantees (Huson et al., 1999b; Roshan et al., 2004).

However, there is no statistical guarantee on how close an estimate obtained through maximization of a surrogate likelihood is to the true parameter (Banerjee et al., 2008).

To our knowledge, none of the earlier methods (Basso et al., 2005; Friedman et al., 2000; Ong, 2002) provide a statistical guarantee for recovered networks or are amenable to such analysis.

Thus, full statistical information guarantees maximal achievable performance.

The effective bandwidth/capacity-based approach can only provide statistical QoS guarantees.

In particular, both the channel fading and the scheduling algorithm determine the maximum source rate to be transmitted under some statistical QoS guarantees.