These include the determination of network architectures, the assignment-of-credit problem, the potential for catastrophic interference, and the falsifiability of the model.
Under randomisation inference, the distribution of the test statistic is generated by considering all possible realisations of the treatment assignment, keeping the potential outcomes and characteristics of units fixed.
The experiments allow hence the conclusion that a Bayesian GO term assignment has the potential of outperforming counts-based enrichment analysis in situations where GO terms are sparsely annotated and gene activity is difficult to assess.
One of the chief benefits of ortholog group assignment is the potential for inferring putative function particularly as new sequencing methodologies make it increasingly possible to assemble genomes and define genes from species where experimental data is lacking.
Table 3 contains a representative list of the assignment of a potential anti-cancer use for existent cancer-unrelated drugs.
The independent assignment of similar potential ligands to distinct members of the family adds strength to each individual assignment and contributes to the elucidation of the function of the family as a whole.
The two negotiators are tasked with resolving disputed language in the "use, assignment, and subletting" clause of the potential lease.
The mass spectrum of intact H2A histones allowed a first assignment of six potential isoforms in the first peak.
The key insight that motivates regression discontinuity is that, in a small neighborhood around c, as that range goes toward 0, treatment assignment is ignorable, that is, independent of the potential outcomes, just as in randomized experiments: limε→0 Y i (0), Y i (1), ⊥ Y i | c−ε < Z i < c + ε.
The entire vibrational assignments were executed on the basis of the potential energy distribution (PED) of vibrational modes from VEDA 4 program and calculated with scaled quantum mechanical (SQM) method.
