Sentence examples for obtain inference from inspiring English sources

In this paper, we propose a simple and accurate procedure to obtain inference concerning the ratio of the two scale parameters of two independent distributions.

Hierarchical models can be used to obtain inferences for small subpopulations.

We used a search procedure to modify the regularization parameter to obtain inferences for all sparsity levels.

By using the distribution of fitness effect-alpha extension of the McDonald Kreitman test, we reproduce inferences of rates of evolution previously based only on divergence data on both coding and intronic sequences and also obtain inferences for other classes of genomic elements (untranslated regions, promoters, and conserved noncoding sequences).

Using another medaka inbred strain HSOK as an outgroup to Hd-rR and HNI (Fig.  3a), we were able to obtain inferences for the ancestral bases of Hd-rR and HNI at positions where multiple alignments of the three strains were available (Methods).

The variance-covariance matrix of (1) can then be written as (2) var (y )   = V = τ 2 I n + R, with the variance of the ith study treatment effect given as var (y i ) =   τ 2 + σ i 2. We will obtain inferences using restricted maximum likelihood estimation (REML).

It should be, however, noted that making inferences under preferable conditions in a simulation is not always practical for obtaining inferences using actual data.

By fusing the inductive logic reasoning and the statistical inference approaches we obtain an inference algorithm capable of mining complex knowledge structures while tolerant to noise and data incompleteness.

However, under the null hypothesis where b0 and b2 equal zero, α′jkl does not vary by subpopulation and so we should still obtain valid inference for the b0 under the null, even though the model misspecification means we may not obtain valid inference under the alternative.

We consider marginalized, two-component finite mixture models to obtain direct inference about the relationship between toothpaste formulation and the marginal mean caries count in the trial population.

Accordingly, one may seek to obtain better inference methods by fitting an appropriate parametric model to data from these tail regions.