Recent research documenting the impact of public deliberation on welfare decision making has exposed the complexity of the linkage as well as the challenges in conceptualising the use or uptake of outcomes flowing from deliberative practices, referring not only to policy change but development in institutional culture.
Given the complexity of the linkage analysis, reverse mapping was used as a reciprocal approach to confirm the linkage.
However, beyond the complexity of the linkage process per se, there are other technical challenges that present to SLUs.
In order to reduce the complexity of the linkage map figure, redundant markers (i.e., markers sharing exactly the same map position and having no recombination among them) were removed from the image, leaving a single marker per locus or bin.
The functionally related genes usually cluster in the biological networks, and the interactome could explain the complexity of the network linkages.
In the case of a dataset of size n, divided into b blocks by standard blocking or bigram indexing, the complexity of the record linkage decreases from O(n) to O(n/ b) but with a much larger b with bigram indexing.
The computational breakthrough that allowed this computation to take place for large enough g has been the clustering of selectors that represent meiosis events along the two inheritance paths, into two variables, each with g + 1 states, and this reduced the complexity of the state-of-the-art linkage program M erlin from exponential to quadratic.
Future river basin management needs conceptual and methodological tools to develop more comprehensive models that account for the complexity of the wider diversity of these systemic linkages and the resultant non-linear dynamics.
Importantly, SMRT sequencing readily revealed the linkage relationships between polymorphic SNPs and the complexity of the haplotypes present in the samples analyzed.
We find that the empirical evidence for most of the linkages is not strong, which is not surprising, given the complexity of the relationships.
