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Perform ANOVA on Multiple glmmTMB Models in Parallel

anovaParallel.Rd

This function performs analysis of variance (ANOVA) on a list of glmmTMB models in parallel for different groups specified in the list. It returns a list of ANOVA results for each group.

Usage

anovaParallel(list_tmb, ...)

Arguments

list_tmb

A list of glmmTMB models, with model names corresponding to the groups.

...

Additional arguments passed to anova function.

Value

A list of ANOVA results for each group.

Examples

# Perform ANOVA
data(iris)
list_tmb<- fitModelParallel( Sepal.Length ~ Sepal.Width  + Petal.Length, 
                         data = iris, group_by = "Species", n.cores = 1 )
#> Log file location: /tmp/RtmpS86cq0/htrfit.log
#> CPU(s) number : 1
#> Cluster type : PSOCK
anov_res <- anovaParallel(list_tmb , type = "III")
#> 2024-05-24 13:21:14.905792 error for group setosa : no applicable method for 'vcov' applied to an object of class "glmmTMB"
#> 2024-05-24 13:21:14.906182 error for group versicolor : no applicable method for 'vcov' applied to an object of class "glmmTMB"
#> 2024-05-24 13:21:14.906436 error for group virginica : no applicable method for 'vcov' applied to an object of class "glmmTMB"