Sentence examples for models for pooling from inspiring English sources

Descriptive epidemiology: The range of different populations identified across the studies justified use of random-effect models for pooling the estimates.

I've developed a statistical model for pooling survey results, taking into account (1) estimates of voting intentions based on earlier polling, (2) the track record of each pollster, when known, (3) the different sample sizes used by each pollster.

When there was no statistically significant heterogeneity, we used a fixed-effects model for pooling the results; otherwise, a random-effects model was used.

To design a Bayesian random effects model for pooling binary outcome data from cluster randomized trials (CRTs) with individually randomized trials (IRTs) and then use this model to determine if hip protectors decrease the risk of hip fracture in elderly nursing home residents.

The random effect model for pooling effect sizes may be appropriate in this context, since it assumes an underlying variation of the true effect size across different settings.

Separately, we combined the results of studies evaluating short-term and long-term cessation using the Mantel-Haenszel fixed-effect model for pooling risk ratios.

Based on the previous section, expectations are that the use of a direct indirect animal model for pooled data will fail to differentiate between direct and indirect genetic effects, while the use of a traditional animal model for pooled data will yield estimates of σ A T 2. To validate these theoretical predictions, both models were run.

For HR calculation, we applied a random-effect model for pooled dataset with large or extreme heterogeneity and a fixed-effect model for dataset with no or moderate heterogeneity.

Reasons for exclusion from meta-analysis are found in Additional file 3. A random effects model was used for pooling where fixed effects modeling indicated statistical heterogeneity of the data (Mantel-Haenszel method), as determined by chi-squared and I statistics; otherwise the results of fixed effects modeling was reported [ 25, 26].

In view of significant heterogeneity, random-effect models were used for pooling.

The random-effect model was used for pooling.