Sentence examples for mean functions of from inspiring English sources

Whilst the mean functions of some covariates may be assumed to be linear, the non-linear mean functions are modelled using smoothing methods, such as kernel smoothers, lowess, smoothing splines or regression splines.

The two EB models in this article share the same mean functions of with different variance functions where Williams' EB1 model adopted one parameter,, for each SNP i and our EB2 model adopted two universal parameters, a and b, for all SNPs.

Then we use the mean function of the Gaussian process to infer the multiple RSS source locations.

This regression line is a mean function of the measure of heterogeneity compared to the different diffuse heterogeneity and focal defect levels generated in the phantoms.

The negative binomial model improves the efficiency of the Poisson model by adding a parameter, and an error term to the mean function of the Poisson distribution.

In general, the mean function of a commonly described stationary process refers to the time average of the random process, while the mean in (112) is indeed interpreted as a spatial average of the random response.

The standard linear regression approach aims to estimate a conditional mean function of = f(x) given any x.

Graphical comparison of the cumulative mean function of diarrhoea frequency showed these protective effects in stunted children became apparent after six months of supplementation.

We assume the first stage is Poisson with canonical link (log linear), so that in the absence of an epidemic, the mean function of the Poisson count at location i is μ i (t).

Having implemented the iteration process of minimizing ε 2, the real-valued measurable zero-mean functions of (phi_{i} (X_{i} ), i = 1, ldots, p) and θ(Y) are determined which are based on determination of the optimal transformation of (phi_{i}^ (X_{i} ), i = 1, ldots,p) and θ *(Y).

K-means was performed with the "k-means" function of the R package "stats" [ 41].