Sentence examples similar to developing models and inferring parameters from inspiring English sources

The model reproduces experimental data, makes verifiable predictions, and allows to infer parameters of cell-cell variability from whole-population based measurements such as CFU curves.

Thus far, we have taken it as given that the population C of interest is admixed and developed methods for inferring admixture parameters by fitting weighted LD curves.

We then introduce an algorithm for learning the model parameters and inferring the hidden (latent) variables from the input data.

Assigning a prior distribution over the model parameters and inferring quantities of interest by computing their posterior distribution, can also achieve regularization.

In addition, a multiple-objective optimization approach was developed to infer model parameters in order to realize the three stable steady states representing the three different types of blood cells and genetic switching.

First, PhyloBayes 4.1b60 was used to infer parameters of a birth-death model and divergence times of trees on 10% subsampled versions of the 5,284-taxon 5,284-taxon

This situation motivates the use of Bayesian inference [ 29] to integrate experimental measurements with the model and infer unknown parameters.

Figure  6 shows Maximum Likelihood bootstrap original and condensed trees based on the Tamura 3-parameter model and inferred from 5000 replicates.

The underlying model is sequentially Markovian so that data can be simulated very efficiently, and we use approximate Bayesian computation techniques to infer parameters.

The study of such processes, which is pivotal to our understanding of how best to predict and control spatio-temporal systems, has motivated researchers to develop appropriate tools that infer models and their parameters from observed data.

We first calculated branch lengths of the ML topology using the Cyt b data with a substitution model and parameters inferred using Modeltest.