Sentence examples for mixed models GAMMs from inspiring English sources

Generalized additive mixed models (GAMMs) yielded valuable insights into relationships between TC or nitrate and a range of spatial, temporal, and hydrologic explanatory variables.

We developed generalized additive mixed models (GAMMs) [21] for each clip.

The linearity of the associations between exposure to microbial agents and health was tested with generalized additive mixed models (GAMMs).

Generalized additive models (GAM) [ 23], generalized additive mixed models (GAMMs) [ 24] and geo-additive models [ 16] are special cases of the STAR models.

Third, we created generalized additive mixed models (GAMMs) to investigate the possibility that the relationships between oxidative stress biomarkers and urinary phthalate metabolites were nonlinear.

Both models predicted PM2.5 concentrations using generalized additive mixed models (GAMMs), with bivariate penalized spline terms for space and one-dimensional penalized spline terms for GIS-based and meteorologic predictors.

Generalized additive mixed models (gamm) are employed to detect and quantify potentially non-linear effects of predictor variables.

We used general additive mixed models (GAMM) to determine how external temperature, mound size (volume) and the amount of vegetation shade affects mound internal temperature over a 24-h period.

In order to guarantee the highest possible accuracy of prediction in those cases for which no height-dbh pairs were available at all, complex linear predictors for the fixed effects are parameterized in generalized additive mixed models (gamm).

To assess the impact of body weight and phospholipid fatty acid concentration on MRS we used General Additive Mixed Models (GAMM), because this approach allowed us to fit smooth curves (penalized cubic regression splines) to the nonlinear relation of MRS to body weight, and to include possible effects of taxonomic relations.

We investigated the growth dynamics for six dry, mesic and wet vegetation types using NDVI-FR and generalized additive mixed models (GAMM).