Sentence examples for by fitting generalized linear from inspiring English sources

Analyses were carried out by fitting Generalized Linear Mixed-Effects models, as implemented in the lme4 library in R [25], [26].

We assessed the relative predictive value of the time-lagged media data streams by fitting generalized linear models to mortality counts, assuming a Poisson distribution.

Field and experimental data on lizard activity and habitat use, and germination probability (total seedling emergence at the end of the germination run) were assessed by fitting Generalized Linear Models (GLIM hereafter) using the GENMOD and GLIMMIX procedures of SAS 9.0 [50].

Predictions (H3, H5 and H6; Table 2) were tested by fitting generalized linear mixed models (GLMM) of the binomial family with a Laplace approximation.

Predictors of immunization against seasonal influenza in 2010 2011 were studied by fitting generalized linear models with random intercept to the data.

The effects of the input factors (cropping season duration, proportion and aggregation level of wild patches, trade-off shape and pathogen mean dispersal distance) on the descriptors of the pathogen evolutionary trajectory (E, T E, and ) were assessed by fitting generalized linear models (GLM) with various link functions using the R software (R Core Team 2014) (Table 2).

The altitudinal distribution of the chorotypes was examined fitting generalized linear models (GLM) and generalized additive models (GAM).

The GENMOD procedure uses the generalized estimating equations (GEE) method for fitting generalized linear models to handle correlated repeated measures data.

We accomplished this by fitting generalized multivariate linear models in which the covariances were assumed to be unstructured between ears, and autoregressive according to the frequency tested, based on examination of the pairwise DPOAE correlations across frequencies.

Quasi-likelihood models can be fitted using a straightforward extension of the algorithms used to fit generalized linear models.

Using the DESeq2 package we fitted generalized linear models of gene expression.