Sentence examples for a common distribution for from inspiring English sources

This is a major advantage over other Bayesianly proper methods such as data augmentation (Tanner and Wong 1987) that assume a common distribution for all of the variables.

The online numerical computation of this integral is typically hard to manage in practice due to the two-dimensional pdfs, however, employing a common distribution for the prior and the likelihood allows for a closed-form solution.

For example, the normal distribution is a common distribution for statistical comparisons involving continuous data.

If one assumes a common distribution for TTP in a population, a sufficiently high rate of EPD will predict a shorter (and perhaps undesirable) TTP.

Equivalently, if a gene's expression cannot be detected, then we can assume a common distribution for this gene for all arrays in group w, such that -log(q gi ) ~ Exp(1).

Random effects models assume that treatment effects may vary between studies, but come from a common distribution of treatment effects, with a mean for each treatment effect and a common between-study covariance matrix.

The first step assumes that, conditional on the risk ri, the number of counts yi follows a Poisson distribution, yi|ri ~Poisson eiri), whereas in the second one, heterogeneity in rates is modelled adopting a common distribution π for the risk ri (or for its logarithm), r i ~ π(r| θ ), with θ the vector of parameters of the density function.

The first step assumes that, conditional on the risk ri, the number of counts yi follows a Poisson distribution, yi|ri ~ Poisson (eiri), whereas in the second one, heterogeneity in rates is modelled adopting a common distribution π for the risk ri (or for its logarithm), ri ~ π (r|θ), with θ the vector of parameters of the density function.

Binomial distribution, in statistics, a common distribution function for discrete processes in which a fixed probability prevails for each independently generated value.

Poisson's contributions to the law of large numbers (for independent random variables with a common distribution, the average value for a sample tends to the mean as sample size increases) also appeared therein.

It assumes a common distribution f X, Y| θ) for the donor and recipient files.