Sentence examples for model and prior from inspiring English sources

More information about the N0011 contamination model, and prior versions, can be found in the ACIS QE contamination model Why document.

The proposed approach integrates the limited site-specific UCS and E data with regression model and prior knowledge, and it transforms the integrated knowledge into a large number of UCS and E sample pairs using Markov Chain Monte Carlo (MCMC) simulation.

Good agreement is found between the model and prior experimental results, except that the calculated surface resistance on the tension side is higher than the measured value, when the magnitude of the average longitudinal strain on the surface exceeds 3 × 10−3.

The Bayesian approach enables us to incorporate a forward model and prior information into a data-driven inversion analysis.

For example, if a forecaster expected only positive survival improvements, she or he could set the uniformly distributed priors for the overall means of the intercepts and slopes to a range of nonnegative values (for more information please see additional notes in the "Model and prior specification" section).

Here we show that BI, unlike ML, is biased in favor of topologies that group long branches together, even when the true model and prior distributions of evolutionary parameters over a group of phylogenies are known.

The details of the model and priors chosen are outlined in the methods section.

mtDNA analyses used the basic DNA sequence model, and priors for θ were specified as a uniform distribution with minimum and maximum values of 0 and 0.03, respectively.

A Hybrid Nested Sampling (HNS) algorithm is proposed for efficient Bayesian model calibration and prior model selection.

Analytical results are compared with design specification models and prior research studies.

More information about the N0011/N0012 contamination models, and prior versions, can be found in the ACIS QE contamination model Why document.