Sentence examples for with prior information from inspiring English sources

Mapping information was crosschecked with prior information obtained from key informants.

Parameters with prior information available in the literature (9 in total) are assigned informative uniform prior distributions (priors) with bounds defined by the range of published estimates (Supplementary Table 2).

We trust we will be able to find a locale where jurors will be untainted with prior information and pre-formed opinions".

We employ the framework of Bayesian inversion: we combine monitoring and observational data with prior information to estimate the posterior distribution of a parameter.

The proposed approach takes into account the sampled nature of observations and observation errors, and combines both with prior information (if exists) about the studied population.

Each data-set is synthesised with prior information to give posterior distributions for model parameters, either via analytic formulae or a further Markov Chain Monte Carlo (MCMC) simulation.

Assuming unknown hyperparameters described via prior distributions, a hierarchical Bayesian model with accumulated prior information was proposed to deal with this issue.

Specifically, one effective parameter model, four geology-based zonation models with varying accuracy and resolution, and five geostatistical models with different prior information are calibrated.

The performance of the classical coverage method and a Bayesian method with vague prior information are comparable and yield a higher safety level when more than 5 test samples are considered.

The maximal value of m should be estimated with some prior information.

The schedule-based localization problem has been posed as an estimation problem with probabilistic prior information.