Sentence examples for prior values of the from inspiring English sources

Conjugate priors for the variance components are the following inverted chi-square distributions: σ u 2 ∼ χ − 1 (s u 2, n u )         σ e 2 ∼ χ − 1 (s e 2, n e ) where s u 2 and s e 2 are the prior values of the variances and n u and n e are their corresponding prior "degrees of belief".

Meanwhile, we propose that the data could be used to estimate the prior value of the gamma distribution placed on the transformation rate in posterior mapping.

We checked for repeatability of the results and convergence of the Markov chain Monte Carlo (MCMC) by carrying out a series of 10 replicate runs for each prior value of the number (K) of clusters, set between 1 and 19 (the actual number of samples).

This approach has a natural strength over the Bayesian methods in that gene-specific variance is estimated not from the expression of other genes but from the prior values of expression of the same gene.

Neither equilibrium data at different temperatures nor prior values of are available for the other six reactions of the pentose phosphate pathway; hence the symbol '#' is used to denote the absence of data.

Estimates were not affected by prior values of N e.

However, it is not Bayesian in the fullest sense of using informative prior values for the distributions of the random variables.

Age distributions from the D. melanogaster genome most closely matched the exponential distribution, so the prior value of λ was set equal to the inverse of the mean estimated number of generations, based on the mutation rate.

We discuss the data processing details, including the effect of different prior values for the stations and the optimal solution.

Firstly, we estimate an approximate value of MP S +P N, and a prior value of ε, to obtain the weight vector.

The estimations of Ttrans for all the groups did not differ substantially from the prior value of 0.202 minutes (data not shown).