The FCA is a more sophisticated correlation analysis for the SA experiment which we will discuss below.
A more sophisticated correlation model, which would incorporate in the decoding procedure other prior information about the messages than only sparsity may improve the performance of the QNC scenario.
A more sophisticated correlation structure is presented in Figure 4, where genes in the AML pathway (original graph taken from http://www.genome.jp/dbget-bin/www_bget pathway+hsa05221) are marked with a red box when they correlate significantly with signature genes (Bonferroni corrected for multiplicity).jp/dbget-bin/www_bget pathway+hsa05221
The next layer learns combinations of those features, and so on up the stack, with more sophisticated correlations gradually emerging.
In future studies, more sophisticated statistical correlation models may assist in identifying relationships between joint damage and behavioral changes, and assessment of changes in sensitivity, rather than raw sensitivity, may improve these correlations.
The authors believe these inefficiencies justify further investigation of the impact of correlation on construction projects, including the development of more sophisticated models of correlation.
Nevertheless, a larger case series could contribute to a more sophisticated statistical evaluation such as correlation analysis with the timing of surgery, the length of follow up time or some surgical factors, such as posterior hyaloid detachment, type of pathogens and age, therefore a further prospective study is warranted.
Adjustment is necessary for existing correlations, and more sophisticated analytic approaches are needed to obtain accurate estimates and efficient inferences.
Robust and accurate mechanistic drug drug relationships have repeatedly been demonstrated using both simple correlation analysis and more sophisticated data analytical methods (Paull et al, 1989; Weinstein et al, 1992, 1997; Boyd and Paull, 1995).
Slightly more sophisticated models entail quantitative information and use correlations across molecular entities.
These models range from relatively straightforward correlation-based methods to more sophisticated models, such as Bayesian network models.
