Sentence examples for models and log from inspiring English sources

We used an empirical working variance estimator in these models and log link function (Poisson regression).

Findings and Conclusions: Generic logical models and log frame, country-specific and regional-level work plans In 2011, the MYCNSIA developed two 'generic' logical models, however, a clear 'theory of action' is missing, and insufficient insight is provided into the connections between outputs, outcomes and impacts.

In this paper, we consider selection based on the best predictor of animal additive genetic values in Gaussian linear mixed models, threshold models, Poisson mixed models, and log normal frailty models for survival data (including models with time-dependent covariates with associated fixed or random effects).

Different substitution models, clock models and tree models were evaluated for each segment by the calculation of the Bayes factor (BF), which is the ratio of the marginal likelihoods of the two models, and log BF > 3 was taken as indicating support for one model over another [ 53] in Tracer v1.4 (http://tree.bio.ed.ac.uk/software/tracer/) [ 54].

Furthermore, the probability of each model and log Bayes Factors (LBF) were calculated using the formulations as follows: (1) Prob model i = mL model i / ∑ j n mL model j ; (2) LBF = ln (mL (model1)) − ln (mL (model2)).

Cox models evaluating quartiles and log transformed quantitative levels of both cumulative dose and highest observed dose also were constructed.

Odds ratios (and 95% confidence intervals) for back pain were obtained from logistics regression models and log-linear backward elimination analysis was performed.

Univariate analysis was conducted using Cox's proportional hazard models and log-rank test.

The relationship between early changes in SUV uptake and tumor size changes were examined using linear regression models and log-transformed tumor size changes.

The sums of square deviations (SSD) from the observed mismatch distributions were calculated for each of the models and log-likelihoods calculated following the methodology outlined in [ 102].

Results of the univariate and multivariate Cox regression models and log-rank tests with respect to overall and disease-free survival are shown in Table 3.