Sentence examples for equivalent inference from inspiring English sources

We have seen in this example that, where identifiable, the different imprinting parameterizations generally provide equivalent inference, but the different interaction parameterizations do not necessarily provide equivalent inference, unless both interaction terms are included.

The equivalence between log-linear (Poisson) and multinomial models [ Baker, 1994] implies that these two approaches should provide equivalent inference.

However, this is formally equivalent to the solution of the equivalent inference problem using Bayesian filtering (or smoothing)—either exactly or approximately (Todorov 2008; Friston 2011; Tassa et al. 2011).

When fitting a null model of no parent-of-origin effects, or an alternative model in which parent-of-origin effects operate, either parameterization will therefore produce the same likelihood and will thus provide equivalent inference regarding the presence or absence of imprinting.

Rows 11 13 of Table VII show three models that appear to provide equivalent inference: the 6 df model used by Parimi et al. [2008] and Li et al. [2009], the model of Palmer et al. [2006] with the addition of an imprinting (Ip) parameter, and the 6 df EMIM model with Ip and γ11 included.

Interestingly, this model appears to provide equivalent inference to the model (row 7) of Palmer et al. [2006] applied to SNPs (although note that the model used by Palmer et al. [2006] was originally designed for use with the multiallelic HLA system, and so may have different properties in that application).

Using simulated data, we also assess biases present within each approach, noting whether they provide equivalent inferences as would be obtained from analysis of the full data.

In our context, such invariance ensures that parameterizing the likelihood by, for example, either "the expected number of observed misincorporations per PCR cycle" or its reciprocal "the expected number of PCR cycles before a misincorporation is observed" yield equivalent inferences.

Subproperties and logical constructs, such as inverse, symmetric, transitive, disjunct and equivalent, provide inference capability based on the first-order predicate logic.

Inference about the relative difference, as used by RECIST, is equivalent to the inference about the ratio of two volumes because (X 2 -X 1 )/X 1   = X 2 /X 1 -1.

The variance parameters were assumed to be unknown and were estimated by restricted maximum likelihood (REML), which is equivalent to Bayesian inference using an uninformative, flat prior.