Sentence examples for by applying linear model from inspiring English sources

The data was analysed by applying linear model methods [ 54].

LIMMA package for R programming environment was used by applying linear model methods [ 67].

We estimated RAF from GAF on arrays containing sera by applying linear models for each allergen separately, and this value was then subtracted from R to obtain RIgE.

Gene expression analysis was performed using the limma package and the voom function for RNA-seq data and by applying linear modeling and empirical Bayes statistics.

To identify differential genetic signatures corresponding to CTC clusters and to LM, analysis of variance followed by t-tests were performed by applying linear modeling to our microarray experiments by using the Linear Models for Microarray Data (LIMMA) method, and subsequent manual curation was used, as described previously [ 27].

Raw methylation data can still be used (instead of for example averaging over the various CpG dinucleotides that differ in DNA methylation level) by applying linear mixed models.

The annual percentage change (APC) of the rates was analyzed, and a logarithm of the rates by year and region was fitted by applying linear regression models.

The heritability of this binary trait, estimated by applying linear logistic polygenic models to 32,908 Alpine and 23,217 Saanen females, was 0.40 and 0.44, respectively.

By applying linear mixed effects modeling (Pinheiro & Bates, 2000), we call attention to the potential lack of power of the by-subject and by-item analyses, which in this case study fail to reveal the coexistence of a facilitatory family size effect and an inhibitory family frequency effect in visual and auditory lexical processing.

The data will be analyzed by applying linear mixed effect models.

To investigate whether effect estimates for pollution and birth weight differ by race, we applied linear models including an interaction term for race and gestational exposure (Table 5).