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.
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.
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.
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.
TSR was log-transformed prior to analysis to allow identical inferences for both tumour and stroma content to be made.
However, in [ 28], Bayesian inference analyses of the identical data set led to wrong tree hypotheses in the mixed RNA/DNA model setup, but not in the standard DNA model setup.
In a second condition, participants maintained the identical premises of these problems in working memory without making inferences.
She had the identical mother".
It's the identical equation.
The resulting dataset of identical computational inferences of three methods contained 1,868 (~18%) A5Es and 3,301 (~36%) A3Es.
