Sentence examples for by linear model using from inspiring English sources

‡Adjusted treatment received is estimated by linear model using treatment received indicator variable as a covariable.

Treatment effects were assessed by ANOVA, using general linear modelling, with BMI, period, treatment and treatment order included in the model.

3 – Identification of genes correlating with and predictive of proteinuria in vivo by linear models using Limma and lasso regression procedure, respectively.

Data were analyzed by linear models using R [ 25].

Finally, the query compound was predicted by a linear model using k nearest neighbors and the descriptor D (k). Figure 4 shows the flowchart of the LLR modeling.

Statistical comparisons were completed by general linear model using generalized estimating equations to account for clustering within families; Endotoxin levels were log transformed prior to analysis.

Eraflux scores in GERD patients under placebo and PPI were compared by a linear model using function lm in program R. Correlation between SV and LV was performed by linear regression also using function lm.

The prefiltered set was then tested for statistical significance by a linear model using Limma [ 51], corrected for multiple comparisons with a Benjamini and Hochberg false discovery rate limit of 0.05.

Additional analysis of the genes selected by the linear model, using the Ingenuity pathways analysis program, identified pathways and gene networks enriched in the expression data and therefore likely to be important in CM pathogenesis.

In order to test for the relationship between copy number and expression levels we performed an ANOVA by fitting a linear model using the individuals' copy number estimated from MLPA and the expression data.

Differences between quartiles (qrtl) of morning cortisol were examined by GLM (general linear model), using quartile 1 as reference.