When the {x i }are estimated for the first time, we can make use of the observation that the last two terms in (7) (the "non-pattern" terms) are constant if extended to all pixels of the block.
The patterns for these terms are bimodal in the two dimensional space (pattern b24, see methods section) indicating that the genes annotated to them behave as if they were in two sub-modules.
We also assessed whether there was an interaction with race; we did not find any consistent pattern, and almost all interaction terms were not significant.
This paper addresses the issue as to whether consistent vigorous exercise patterns over the long term are associated with greater or reduced musculoskeletal pain.
"In the same way that meteorologists point to El Niño for the changes in weather patterns, term limits are at the root of political changes in this city," said Evan Stavisky, a partner in the Parkside Group, a political consulting firm.
After scores of all patterns of interest were determined, the best match was found using a Bayesian approach: where the P pattern i ) terms were user-defined weighting factors that describe the probability that any peak in the data set was caused by a molecular species with the isotopic distribution described by pattern i and were determined experimentally.
The gain fixed pattern term β ij was chosen to be 0 here, and an identity CRF γ(x) = x was assumed.
Perceived stress, high work/study demands and computer use pattern (break pattern) were short-term risk factors as well as long-term risk factors for musculoskeletal neck pain.
In order to encourage the deep model to capture more implicit patterns, a sparsity-inducing term is adopted.
Persistent long-term patterns are of concern as they may be precursors of adult psychopathology.
The statistical process whereby this best-fit pattern, termed the consensus profile, is identified takes place independently of the meaning of individual terms used by observers.
