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Should items be grouped by a particular theme?
To force variables to be grouped by (a) encouraging variables within a group to enter a model together, and (b) encouraging sparsity between groups, we can use the group lasso or the sparse group lasso [Friedman et al., 7; Meier et al., 22; Yuan and Lin, 42].
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Existing industrial heat transfer applications are grouped by a hierarchical clustering algorithm.
The sequences are grouped by a given sequence identity threshold, which corresponds to the local sequence similarity.
For example, think of a correlation study where the data are grouped by a nominal variable Z, say study center.
To assemble groups of paralogs, the Pam threshold for pairs was raised to 250, and then pairs were grouped by a transitive process as previously described [ 23].
However, the Gibbs sampling scheme above gives marginal posteriors that appear overly vague for parameters that are grouped by a common variance [ e.g., a = (a1, … , a j)].
Data are grouped by functional classes, A-E, on the right.
Therefore, patients were grouped by tertile of CENP-A expression.
When trials were grouped by female identity, a different picture emerged.
Genes were grouped by dynamics using an intersection of results based on differential expression analysis.
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