Sentence examples for models with logit from inspiring English sources

The study's primary outcomes, abstinence throughout the final four weeks of treatment and retention at week 12 (dichotomous, yes or no), were analyzed using generalized linear mixed effect models (with logit link conducted with Proc GLIMMIX in SAS).

Generalized additive mixed models with logit links were fit for the individual buildings.

Models with logit link were employed for odds of finishing and with identity link for finish time (McCullagh and Nelder 1989).

The data were analysed using logistic regression models with logit link function, binomial distribution and herd and claw trimmer as repeated effects, with herd nested within claw trimmer.

We used generalized linear mixed models with logit links and type 3 F-tests to test the significance of the interaction between exposure and time.

Then for all observations, we examined the relationship in age-adjusted models and multivariable models using generalized linear mixed models (with logit link) for dichotomized biomarkers (as described below) and with mixed-effects models for continuous biomarkers.

Generalized linear models with logit-transformed proportion of graminoids (Table  1) showed that the proportion of graminoids increased 0.42-fold with fertilizer application (estimate: 0.42 ± 0.08, t = 4.95, df = 68,P < 0.001).

The predicted utility score was estimated using estimates from a generalized linear model with logit link and binomial distribution for the error term and assuming scenarios where all treatment alternatives required 0, 4, and 8 transfusions per month, respectively.

We constructed a general linear model with logit link function, testing the association of the PCO-like phenotype with FMR1, and autoimmunity and also for pregnancy.

We used negative binomial model for count component and binomial model with logit link for hurdle component.

The method used for the estimation of the ICC was the generalized linear mixed model with logit link in SAS PROC GLIMMIXX).