The HIRU's Secure Anonymised Information Linkage (SAIL) databank [ 19], which currently holds over a billion records from various sources such as GP records, in-patient and out-patient data, overcomes confidentiality and disclosure issues by using a robust split-file approach [ 20].
To obtain more robust splits, a bootstrap approach with 100 000 node resampling with replacement was performed.
Here, we propose an extremely robust operator split scheme that successively updates in a typical time step the history field, the crack phase field and finally the displacement field.
Further, we confirmed that our findings were robust by split data cross-validations.
It is based on the observation that distances derived from pairwise sequence comparisons give rise to fairly robust circular split systems [ 13] which, in turn, are consistent with a large number of possible tree topologies [ 14, 15].
The coordinate-exchange algorithm is applied and robust baseline designs under split-plot, split-split-plot, and block-split-plot structures, which can be constructed via nesting operators repeatedly, are exemplified.
Several special cases are considered, including robust parameter designs, split-plot designs, mixture experiment designs, and designs for generalized linear models.
This criterion is more robust to noise than the split criteria of the classic decision trees.
It is possible that these two split states are robust against magnetic field, and are selectively excited by using pump energy associated with different wetting layers.
The robust monophyly of Attalea, formerly split into as many as six genera largely on the basis of male floral characteristics [64] [66], is indisputably supported by the WRKY sequences (Figs. 1 2) – only two of the seven gene trees (WRKY7, WRKY16) fail to resolve the monophyly of this genus.
