Sentence examples for mixed models deal from inspiring English sources

Linear mixed models deal with missing data by predicting the best-fitting line for each patient without data imputation.

The change of PHQ-9 score and the two SF-12v2 component scores among the initially screened PHQ-9 positive subjects who had and had not been identified with depression by study doctor at baseline were compared using mixed models for dealing with missing data.

This paper uses a mixed model to deal with different factors, integrate the forecasting results of different factors, and get the final forecasting results.

The mixed model procedure deals with missing values by assuming them to be missing at random without removing the individual from the dataset.

In our experience, the SAS procedure MCMC was inefficient in dealing with mixed models.

The complex survey design was dealt with using mixed models with a random sampling site effect.

Further, the theory dealing with outliers still has to be developed for linear mixed models and it is impossible to identify outliers in non-linear mixed models [ 30, 31].

Indeed, the theory dealing with outliers still has to be further developed for linear mixed models, with even less development for non-linear mixed models [ 46, 54].

Generalized linear mixed models.

Linear mixed models for longitudinal data.

Logistic regression, generalized linear models and generalized mixed models.