Sentence examples for constructing a multivariate model from inspiring English sources

One of the preliminary steps in constructing a multivariate model is the mean-centering of the spectral data.

In this paper, Pair-Copula theory has been introduced to construct a multivariate model which can fully considers the margin distribution and stochastic dependence characteristics of wind power forecasting errors.

To evaluate whether a combination of characteristics would be highly predictive of TB, we constructed a multivariate model including only the 14 factors with the greatest face validity in order to optimize the balance between bias and variance.

The covariates, which were found to be significant or nearly significant (p≤0.10) in univariate analysis, were included to construct a multivariate model for assessing determinants of treatment failure by forward stepwise logistic regression.

Variables associated with weaning success on univariate analysis were used to construct a multivariate model using forward stepwise logistic regression to construct a multivariate model.

Stepwise model selection was used, along with examination of the Akaike information criterion (AIC) to construct a multivariate model for each protective practice.

We then constructed a multivariate model using a stepwise procedure; this step was restricted to females given the limited sample size for males.

Because the effect of prior concussion on composite score could be confounded by other variables, we next constructed a multivariate model.

Univariate Cox proportionate hazards modelling was performed using an unadjusted model for each covariate, and we then constructed a multivariate model using a forward elimination method and entry criteria of p≤0.05.

We first carried out a univariate analysis with each of the census variables and then constructed a multivariate model based on the results of the univariate analyses (Tables 5, 7 and 9).

Secondly, we constructed a multivariate model predicting the probability of mortality at 3 months by performing a stepwise logistic regression using baseline risk factors at the time of ICU admission.