Sentence examples for conditional on the sample from inspiring English sources

In contrast, SGCS takes a probabilistic approach, where simulated values are conditional on the sample values and preserve the sample statistics.

The expected values of e1i and e2i conditional on the sample selection are non-zero: Eleft[{e}_{1 i}Big|{C}_i=1right]={sigma}_{e1 u}frac{varphi left(beta {x}_iright)}{varPhi left(beta {x}_iright)}={sigma}_{e1 u}{lambda}_{1 i} (9a).

Thus, whether red or blue is the correct choice is conditional on the sample being $ or &.

Our hierarchical model specifies a first-stage distribution for conditional on the sample-specific mean θ ij and a second-stage distribution for ilr(θ ij ) conditional on the group-specific mean θ i.

This can be done employing the simulated distribution of the estimated measure of association, conditional on the sampling variances.

In the present study, bias was correlated with true exposure; thus it might be possible to derive a useful expression to translate an estimate to the expected true value, conditional on the sampling strategy.

Using results from [ 33], it can be shown that conditional on the sampled value of all other variables and the data, the conditional distribution of ε is multivariate normal with mean that is given by the solution to the following system: 31 and covariance matrix:.

The marginal posterior distribution of a is normal with mean (Φ T Φ + V - 1 ) - 1 Φ T Y and covariance matrix σ 2 (Φ T Φ + V - 1 ) - 1. Hence, a can be estimated based on its expectation (Φ T Φ + V - 1 ) - 1 Φ T Y conditional on the samples of ϑ and m obtained at each iteration.

Other schemes are obviously possible and some of them are explored in [13], including ε-interactions and resampling conditional on the effective sample size.

A conditional permutation test was performed to identify differentially expressed genes with respect to age and conditional on the RNA sample sources (NCI-Bari and UCSF).

The first condition is that, conditional on the pedigree, Mendelian sampling terms of offspring are independent.