Sentence examples for use of random effects from inspiring English sources

The use of random effects is discussed to characterize inter-subject variation.

In this context, the use of random effects models is favoured over fixed effects models.

We note however that the use of random effects does not alter significantly the results both in terms of parameter values and in terms of inference (when one effect is significant in one formulation it is also significant under the alternative formulation, and vice-versa; see Tables S6, S7, and S8 for an example comparing results from RE and FE version of the same model).

Contrast between conditions was assessed with t-statistics with the use of random effects.

In these cases, the use of random effects analysis is recommended, which we did.

Hence, the use of random effects meta-regression models (also called mixed-effects meta-regression models) is typically recommended [ 2].

Some authors have questioned the use of random effect models arguing that it might not always be more conservative than the fixed effects model [ 76].

Double data entry will be performed on Microsoft Access, and analysis of data will include the use of random effect models and receiver operating characteristic curves on Stata 11.2.

In all cases, a correlation of the entities' error terms with the regressors is found, which invalidates the use of random-effects.

The adjusted association persisted with the use of random-effects model accounting for clustering within the EDs, in the subgroup analysis of patients in the level-I trauma centers (Appendix 2: Table 6), with stratification by non-RSI method (Table 4), and with stratification by RSI method (Appendix 3: Table 7).

The use of random-effects models partially mitigates this concern.