Sentence examples for by using backward elimination from inspiring English sources

By using backward elimination, we eliminated all variables that were not statistically significant at p<0.05.

Unconditional maximum likelihood estimation of the multivariate logistic regression was also performed for each response variable by using backward elimination method at a 0.05 significance level.

We recommend: (i) selection of models by using backward elimination rather than AIC or AICc, (ii) use a stringent cut-off, e.g., p = 0.0001, and (iii) conduct sensitivity analysis of results.

To evaluate the effect of placental malaria on perinatal MTCT, a Poisson log-linear model containing placental malaria and maternal viral load as primary predictor variables was constructed by using backward elimination; adjusted RRs were computed.

For the time being we make the following recommendations: (i) select among models by using backward elimination rather than AIC or AICc, (ii) use a stringent cut-off p-value; p = 0.0001 seems appropriate, and (iii) sensitivity analysis should be included in an investigation.

Predictors of response were identified by logistic regression using backward elimination.

The FP transformations determined under 2 were verified by simultaneous FP modelling using backward elimination Stata routine mfp.

Multivariable regressions were modeled to examine if any differences were independent of traditional cardiovascular risk factors, using backward elimination by blocks.

LinearRegression (LR) This algorithm performs standard least-squares multiple linear regression and can optionally perform attribute selection, either greedily using backward elimination or by building a full model from all attributes and dropping the terms one by one, in decreasing order of their standardized coefficients.

standard error of β Factors associated with increased risk of hypertension were evaluated by multiple logistic regression analyses with variable selection using backward elimination (Table  3).

Models were reduced using backward elimination at α=0.15 32 33 unless elimination changed the exposure-outcome association by >5%.