Sentence examples for basis of a multivariate from inspiring English sources

To develop a model for the prediction of type 2 diabetes mellitus (T2DM) risk on the basis of a multivariate logistic model and 1-h plasma glucose concentration (1-h PG).

The combined estimated incidence of infections caused by Listeria, Campylobacter, Salmonella, and E. coli O157 in 2001 was 21% lower than in 1996, on the basis of a multivariate regression model.

On the basis of a multivariate analysis, an early use of artificial nutrition (within 24 hours of admission to the ICU) can delay or even avoid the appearance any type of liver dysfunction in their mixed patient population.

On the basis of a multivariate analysis (Table 3b), the serum level of miR-1246 was found to be the strongest independent risk factor for a poor survival with a hazard ratio of 4.032 955% confidence interval: 1.277 12.733; P=0.017).

On the basis of a multivariate logistic regression analysis of the tumour stage, lymph node status, lymphatic invasion, TNBC, and E-cadherin expression, the TNBC subtype was the only variable of independent prognostic significance in the 574 breast cancer cases (Table 2).

After examining the univariate relationships between the clinicopathological variables and MFS (Table  2), on the basis of a multivariate Cox proportional hazards regression model adjusted for age, grade, nodal status, tumor size, treatment arm and ER and PR status and Ki67 index, we assessed whether EP could be used to provide independent prognostic information in the ER+/HER2− cohort.

An assessment of the univariate prognostic value of each of the baseline parameters is performed and used as a basis for a multivariate Cox proportional hazards model.

The data of all animals that had received fractionated radiotherapy (±MMC, ±top up irradiation) were the basis for a multivariate analysis (Cox model) (n=256).

The methodological framework was built on the basis of a questionnaire survey, multivariate statistical analysis and mapping approaches.

Arterial catheter insertion was a significant risk factor on the basis of a univariate, but not a multivariate, analysis.

On the basis of multivariate models, a lower access to post-acute rehabilitation could account for lower outcome in functional status.