Sentence examples for conditional on the model from inspiring English sources

†Posterior probabilities that the ancestral residues are correct, conditional on the model of sequence evolution used.

The main analysis assumes that, conditional on the model covariates, outcome data are missing at random.

The estimates, conditional on the model used in the base case here, were extremely robust.

However, one should keep in mind that the standard errors (as well as point estimates) are conditional on the model structure (Burnham and Anderson 2002).

Like most codon modeling approaches, PhyloCSF assumes statistical independence of each codon site from all the others in the alignment (conditional on the model parameters).

Since parameter estimates are conditional on the model (Burnham and Anderson 2002; Lukacs et al. 2010), estimates for a particular predictor might change signs depending on whether or not a correlated predictor is included.

For example, a posterior 95% credible interval of 1 10 means that the true value of the parameter lies between one and ten with 95% probability (conditional on the chosen model).

This integration is approximated by generating a large number of random ARGs conditional on the demographic model and averaging the likelihoods computed over this sample of ARGs.

Statistical methods, such as maximum likelihood (ML) and Bayesian inference, have been shown to be statistically consistent (Rogers 1997), which means they tend toward the correct answer as more data are added to an analysis conditional on the substitution model being correct.

Although inferences made from any model, including the best models, are always conditional on the truth of the model's assumptions, the likelihood of this truth increases as the model withstands elimination.

The MCMC implementation of this model is relatively straightforward, because conditional on the indicator variables the model remains a mixed model.