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Our method estimates the relationships between a learner's behaviors and those of other agents in the environment through interactions (observations and actions) using a technique from system identification.
In contrast, 1000 simulations on permuted data revealed a median of 9 interactions (observations ranging between 5 and 21).
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Parent child interaction observations and parent ratings of child behavior were collected pre- and post-treatment.
As shown in Table 3, multiple interaction observations often seem to originate from one or a few libraries.
That is, This is a reasonable assumption since the gene expression and physical interaction observations are derived from independent sources.
We learned the PMN model from the same train and test sample sets, in addition to a set of physical interaction observations.
Mystery client and 133 other chemical seller-client interaction observations in the intervention shops showed that chemical sellers adhered largely to safety instructions for handling sharps.
We sampled physical interaction observations from a set of real interactions (Batada et al., 2006; Herrgard et al., 2006; MacIsaac et al., 2006), covering 43% of the original network.
Parent-infant interaction observations in 6- to 10-month-old infants found less liveliness in the at-risk sample, and more directedness as well as lower sensitive responsiveness of their parents, compared to low-risk controls [ 21].
Quality of parent child interaction (observations): Strange situation procedure [ 117, 118 ]: During this separation and reunion procedure, the quality of the attachment relationship between children and their parent is assessed.
First, introducing noise to the protein protein interaction observations (by adding random edges, weighted by the average weight of edges in the interaction set), had little, if any, effect on the PMN's ability to correctly reconstruct regulator target relationships and pathways.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com