Sentence examples for posterior measure from inspiring English sources

We present a new approach to Bayesian inference that entirely avoids Markov chain simulation, by constructing a map that pushes forward the prior measure to the posterior measure.

The typical nonlinear concentration of posterior measure observed in many such Inverse Problems presents severe challenges to existing simulation based inference methods.

Motivated by these challenges the exploitation of local geometric information in the form of covariant gradients, metric tensors, Levi-Civita connections, and local geodesic flows have been introduced to more effectively locally explore the configuration space of the posterior measure.

QuantiSNP provides a log Bayes factor (LBF) value for each CNV call, which is a posterior measure of confidence in the call.

These calls were filtered according to log Bayes factor (posterior measure of confidence in the call) and proximity to the centromere and CNV calls from individual samples with an extreme number of CNV calls across their genome were also excluded (see Methods).

In swollen corneas, these transverse segments in the posterior measured as long as 50 µm (see Fig. 6B and [ 11]).

The novelty of this work, is the recognition that the Gaussian process model defines a posterior probability measure on the function space of possible surrogates for the computer code and the derivation of an algorithmic procedure that allows us to sample it efficiently.

The stochastic filtering problem consists in the computation of the posterior probability measure of the state X t given the sequence of observations up to time t.

The above scheme samples the feature sets according to their posterior probability measure Pr feature set | data).

Gastrointestinal fiberscopy showed hemobilia, whereas abdominal ultrasonography and computed tomography (CT) performed at the time showed two tumors in the liver: one in the lateral segment measuring 4 × 3 cm in diameter and the other in the posterior segment measuring 10 × 5 cm in diameter.

BMI, waist and hip circumferences and skinfold measurements (biceps, triceps, subscapular, suprailiac, umbilical, anterior thigh, and posterior) were measured and ICCs reported.