Sentence examples for using the classical inference from inspiring English sources

The proposed method is more useful when the computed p-value using the classical inference is close to the significance level; otherwise, there will be no change in the decision process.

The model was evaluated using the classical inference approach (traditional general linear model) in SPM5.

Furthermore the spatial pattern obtained by the ODT-model defines a potential clusters set which can then be tested using the classical Monte Carlo inference.

We discuss how active inference could have important implications for the organisation of the motor system, and illustrate the implicit mechanisms using the classical 'knee-jerk' reflex.

and by using the classical inequality (7.23).

A potential issue for fitting the model using classical inference is the need to specify an upper bound, K, to approximate an infinite summation in the likelihood.

To fit the model using classical inference, we assume the to be independent random variables with probability function, and then maximize the likelihood (1) where.

Finally, posterior probability maps enabled conditional or Bayesian inferences about regionally specific effects, allowing us to ensure that a lack of significant statistical effect in a given contrast was not merely due to a failure to detect this effect using classical inferences [24].

Inference Rules are defined using the <def-inference> tag to supply additional axioms.

Students implement exact inference using the forward algorithm and approximate inference via particle filters.

We introduce a scalable Kronecker approach to Gaussian process inference using the Laplace approximation, an approximate Bayesian inference method.