Sentence examples for based on univariate regression from inspiring English sources
Based on univariate regression analyses, participants who had longer duration of suppression also had higher CD4+ counts, higher CD4+ nadir, and higher cumulative average adherence proportions.
Variable selection for influence-variables to predict CIMT progression was based on univariate regression modelling.
The predictor variables were selected based on univariate regression modelling, with ΔCIMT as outcome-variable.
Based on univariate regression, experience of the physiotherapist and specialisation in manual therapy were associated with less than six treatment sessions.
For the interaction network based methods, we first filter the gene expression probes to the top 5,000 probes based on univariate regression p-values, though genes with no univariate effect could be implicated through only interactive effects.
Three main methods are available in standard software: a multivariate normal procedure and two procedures based on univariate regressions.
In the present study, we indicated that both PTX3 and hsCRP were associated with cardiac events in CHF patients based on univariate Cox regression analysis; however, in the stepwise multivariate Cox regression analysis, only PTX3 was an independent predictor of adverse cardiac events in CHF patients.
The automated SNP selection methods consider each trait A in isolation from the other traits when defining a preliminary genetic marker set (denoted by M' A ). Toward this end, the user can choose 1) a greedy approach based on univariate linear regression models, 2) a forward-stepwise approach based on multivariate linear regression models, or 3) both.
*Significant association with mortality based on univariate logistic regression analysis.
Model 2 was based on univariate linear regression, with only mutation rate as the predictor.
Based on univariate logistic regression analysis, the association between independent variables with maternal satisfaction revealed significant factors across different dimensions of satisfaction (Table 3).
