Sentence examples for convergence statistics from inspiring English sources

High effective sample sizes were observed for all parameters in all BEAST analysis (posterior ESS values > 1000 for all four analyses) and assessment of convergence statistics in Tracer indicated that all analyses had converged.

After a sufficient amount of iterations, the algorithm converges under a set of regularity conditions and the sampled values are samples from the true posterior.4 The algorithm for the model in this paper ran for 100,000 iterations, and convergence statistics do not indicate that the algorithm has not converged.

Due to reasonable convergence statistics as depicted in Table 2, the values are rather close to one another.

Gelman Rubin convergence Statistics with the width of the pooled green, the average width of within the individual runs blue and their ratio for plotting purposes the pooled within the interval width are normalized to have an overall maximum of one (Fig. 5).

Convergence statistics were monitored by effective samples sizes (ESS), in Tracer v1.5.

Convergence statistics was analyzed in Tracer v 1.5, resulting in 54,000 post-burn-in trees.

Conditions are established for the convergence of statistics of sequences of parametric translation models to target statistics.

As seen in the trace plots and the plots based on Gelman and Rubin's convergence diagnostic statistics, for the important parameters in the iBAG unified model (Supplementary Fig. S5), the results show that the iBAG unified model converges after ∼2000 iterations.

As applications, the complete convergence for linear statistics of ND random variables and arrays of rowwise ND random variables are obtained without assumptions of being identically distributed.

The Berry-Esseen theorem of probability distribution concerns mainly research of statistics convergence to a certain distribution and the measure of the probability distributions of the statistics which determines the distribution as regards the absolute distance that can be controlled as an optimal problem.

Convergence and diagnostic statistics were performed using the CODA package [31].