Sentence examples for by using linear models from inspiring English sources

We compare how different factors can explain the variance of shared fear in different cities by using linear models.

The parameters a 1 … a m describing the overall activation of the various sub-networks can then be extracted by using linear models to fit the data.

Differential expression of genes due to the photoperiodic switch and post-diapause morphogenesis is then assessed by using linear models to test for transcripts that display a significant interaction between population and day (0 or 6) of experiment.

Differential expression was assessed by using linear models and empirical Bayes moderated F-statistics [ 41].

Differential expression between sample sets was determined by using Linear Models for Microarray Analysis (LIMMA) [ 27].

Detection of differential expression was carried out by using linear models and specifically the empirical Bayes methods [ 37] implemented in the R/Bioconductor package 'limma'.

In order to better analyze the CD4 cell count kinetics, we estimated the slopes of square-root CD4 T-cell counts by using a mixed-effects linear model.

The relationship of VT to AH were analyzed by using linear model for each circuit-RR combination.

Data were analyzed by using linear model for repeated measurements and are presented as mean (standard error).

The relative effect of vitamin C administration on FEV1 was analysed by using linear modelling for two studies that reported full or partial individual-level data.

Differential gene expression between experimental and control samples was determined by using linear modeling as implemented in the R/Bioconductor package "limma".