To avoid this computational burden, the data-dependent expectation can be approximated by generating a finite number of samples from the joint distribution (p({mathbf{u}},{mathbf{h}} )) using the Markov Chain Monte Carlo (MCMC) [24] technique.
For body burdens, the data available for most contaminants come from the recent monitoring programs developed by the CDC.
Nevertheless, in comparing national results by means of survival analysis or revision burdens, the data should be collected, selected, and validated similarly in the different countries and these data should preferably be pooled before national results are assessed and compared.
In this section, we introduce a novel subblock tracking scheme to alleviate the computational burden of the data detection in doubly selective environment.
Some studies may make their data available upon individual request, but this adds a burden to the data user and so was not considered "publicly available" for the purposes of this study.
This was done to ensure proper and feasible data collection with a limited burden to the data collectors.
Further, to minimize the burden on the data collecting clinicians, no record of patients excluded or refusing to participate was kept.
These categories included, for example, "social factors", "disease progress" and "financial burden", and the data within each category formed the basis for the reciprocal translation described below.
Methods that reduce the burden on the data reviewer by automatically identifying possible PHI in collaborative data sets have the potential to significantly reduce the probability of accidental PHI disclosure.
The cost factor is especially important, given the fairly high cost of microarray platforms and the subsequent burden the resulting data place on experts in an organization in terms of time and electronic data management.
By using electronic records (EMRs of GPs and MHS) we excluded the possibility of respondents' recall bias and patients were not burdened in the data collections, which is an important issue after a catastrophic event.
