Sentence examples for identical inference from inspiring English sources

According to the likelihood principle, if the designs produce proportional likelihood functions, one could make an identical inference about a parameter from the data irrespective of the design, which yields the data.

Either parameterization would provide an equally "correct" representation of the undelying penetrance structure and either would provide identical inference (when applied to observed data) concerning whether child genotype and/or maternal genotype effects exist.

These models thus provide identical inference concerning the presence (or absence) of interactions, however the parameter estimates for the interactions and main genotype effects vary, as the models vary with respect to which genotype categories should be considered as "baseline" and whether the interaction term is modeled as a "compatibility" or "incompatibility" effect.

Although the fit of all four models is the same, and thus each provides identical inference concerning the presence (or absence) of an imprinting effect, the interpretation of the parameter estimates, particularly with respect to the magnitude of child's own genotype effects, is clearly very different.

TSR was log-transformed prior to analysis to allow identical inferences for both tumour and stroma content to be made.

Under these conditions, the task of parameter estimation is essentially equivalent to the task of hypothesis testing, and different statistical frameworks yield essentially identical inferences.

The resulting dataset of identical computational inferences of three methods contained 1,868 (~18%) A5Es and 3,301 (~36%) A3Es.

Results from these analyses yielded identical substantive inferences, indicating that income level, living situations, and number of days until the partner was released did not modify the relationships presented above.

We will in particular discuss two situations where the proposed probabilistic approach provides identical conclusions as inference with Fisher's exact test.

Shared chloroplast haplotypes (usually identical sequences) allowed inference of the maternal origin of most hybrid accessions and always matched the subclades of one parent previously inferred from the ETS dataset (see also below).

Although posterior probabilities are not a meaningful concept in a strict ML framework, our empirical Bayes approach produces inferences identical to those generated by ML: given uniform prior probability for each topology and an adequate search, the tree with the highest posterior probability using our method will always be the ML tree.