Sentence examples for inference use of from inspiring English sources

With Bayesian inference, use of the wrong model increased the frequency of inaccurate trees, and each inaccurate tree tended to be more inaccurate as measured by symmetric distance.

Although GEE would be a direct approach to obtain marginal inference, use of a random effects model would still be preferred when, for example, the covariate-dependent MCAR assumption required by GEE is likely to be violated, or when conditional predictions are required.

Evaluating functional network inference using simulations of complex biological systems.

The inference uses one of several model-based methods, and the resulting imputed SNPs can be tested for association with a phenotype [5].

Additionally phylogenetic analyses were conducted with Bayesian inference, using each of the 22 eubacterial species separately with the sampled cyanobacterial subset (58 taxa).

We assembled a matrix of as many as possible five-way orthologs for the five taxa and analyzed the resulting matrix by Bayesian inference using partitioning of the data (Additional file 4).

The software supports parameter inference using any combination of binary markers of cell cycle progression (as well as flow cytometry data if that is available).

Active inference uses a generalisation of Kalman filtering to provide Bayes optimal estimates of hidden states and action in generalised coordinates of motion.

Mallatt, J. M., Garey, J. R. & Shultz, J. W. Ecdysozoan phylogeny and Bayesian inference: first use of nearly complete 28S and 18S rRNA gene sequences to classify arthropods and their kin.

Modelling and inference made use of the fully Bayesian approach via Markov Chain Monte Carlo (MCMC) simulation techniques.

Thus, the Bayesian inference, making use of MCMC simulation techniques, offers a viable alternative.