Sentence examples for by assuming a regression from inspiring English sources

By assuming a regression space as ( mathcal{X}in {mathrm{R}}_n ), ( {mathcal{X}}_i, i=1,2,dots, s ) represents a confined convex subspace.

We plotted the magnitude of LD with the physical distance for each pair of the SNPs, and estimated the average half-length of LD to be 31.8 kb by assuming a linear regression (Fig. 2).

The data of three commercial mixtures were included in this regression by assuming a common combination index (ratio of observed E50 to predicted E50, assuming dose addition).

Instead, we augmented the regression model by assuming a threshold for reproduction31,32: mature females produce at least one cub if their energy density is above the threshold at den entry, whereas below the threshold they cannot reproduce.

In order to find the subset of moderator variables that can explain most of the prevalence rates variability, a multiple meta-regression model (by assuming a mixed-effects model) was adjusted.

The data were then imputed by assuming a monotone missing data pattern using the regression method proposed by Rubin [11].

This cannot be explained by assuming a linear relationship between NTD and its possible determinants (which is the case, since GWR is essentially a linear regression technique).

We further adjusted for confounders by fitting a regression model assuming a normal logistic regression of sepsis given antibiotic use and the observed covariates.

Because the number of samples is not large (∼number of proxies) we simplify the problem by assuming that all regression coefficients are drawn from an underlying distribution with mean zero and finite variance σ2.

This is achieved by viewing response variables as indicators of latent variables and by assuming linear regressions between latent variables and covariates.

As a result, the possibility of a nonequivalence and its consequences have been widely ignored in the literature by assuming that an underlying regression function is smooth enough, for instance, it is differentiable.