Sentence examples for prior assigned from inspiring English sources

S0, df0, R2 (numeric) define the prior assigned to the residual variance, df0 defines the degrees of freedom, and S0 defines the scale.

The prior assigned to parameters enters into the evidence calculation and can influence the outcome of model comparison through the evidence (or Bayes factor) [ 26].

This assumption can be justified based on "ignorance"; however, in many instances we may have additional prior information about markers and we may want to incorporate such information into the prior assigned to marker effects.

Bayes B uses a mixture distribution with a mass at zero, such that the (conditional) prior distribution of marker effects is given by The prior assigned to σ j 2,   j = 1, …., p is the same for all markers, i.e. a scaled inverted chi squared distribution χ − 2 (d f β, s β ), where d f β are the degrees of freedom and s β is a scaling parameter.

All the Topeka elementary schools were changed to neighborhood attendance centers in January 1956, although existing students were allowed to continue attending their prior assigned schools at their option.

To estimate model parameters and smooth functions, a fully Bayesian approach was adopted and priors assigned as appropriate.

However, this does not directly occur when the priors assigned to marker effects are from the thick-tailed family.

Variances and unknown smoothing parameters are estimated simultaneously with hyper-priors assigned by inverse gamma distributions [IG 0.001, 0.001)].

The general idea of so-called Jeffreys priors is that the prior probability assigned to a small patch in the parameter space is proportional to, what may be called, the density of the distributions within that patch.

To avoid overparameterization, the average rate is fixed at one: and a Dirichlet prior is assigned on the variables.

A Bernoulli prior was assigned to r j: P (r j | w ) = w r j (1 − w ) r j.