This new approach enforces the discrimination between the TF bases of different classes by modeling the similarities between classes with a set of shared TF bases (i.e., W j in Fig. 1 b) and decomposes class-specific TF bases (i.e., W 1d and W 2d ) to model the distinct TF structure of each class.
The "independence" GEE model sets the working correlation to zero so there is no residual or beyond-model similarity between nurses within units.
Nevertheless, a hypothesis that can describe some hierarchical structure, but absolutely no similarity between two groups ("partial" independent ancestry), does much better than a hypothesis that cannot model hierarchical structure, yet models similarity between the groups well (star tree).
Furthermore, we found that our method can appropriately model intransitive similarities between phenotypes and much better than mm-tSNE.
Some MEA methods, such as GenGO [5], do not explicitly model the similarity between terms, and as a result, the terms identified with these methods may not be functionally similar.
Statistical methods and semantic similarity [ 61] can be used to rank models, identify similarity between model components and suggest modules that can be recombined into new models.
To address small sample issues in Project II, the 7 original models in the framework were merged into 3 groups, labelled A, B, and C. Grouping of the models was based on conceptual similarities between models [ 6].
While the Los Angeles-based photographer Melanie Pullen -- whose "High Fashion Crime Scenes" opens at Chelsea's Ace Gallery this October -- isn't channeling a model killer, the similarities between the two are close enough to warrant comparison.
We combine the properties of synchronicity and locality in a novel k-nearest neighbor model to determine similarities between neighborhoods in cities and use this understanding to predict the characteristic demand curve of a new venue.
Each linear model represents localized similarities between specific groups of genes.
