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sjmisc (version 1.5)

overdisp: Check overdispersion of GLMM's

Description

This function checks generalized linear mixed models for overdispersion. Currently, only merMod objects are supported.

Usage

overdisp(x)

Arguments

x
Fitted mixed effects model (merMod-class).

Value

  • Information on the overdispersion test. If the p-value is larger than 0.05, no overdispersion is present. A p-value lower than 0.005 suggests overdispersion.

Details

This function is based on the code in the http://glmm.wikidot.com/faq{DRAFT r-sig-mixed-models FAQ}, section How can I deal with overdispersion in GLMMs?. Note that this function only returns an approximate estimate of an overdispersion parameter.

References

http://glmm.wikidot.com/faq{DRAFT r-sig-mixed-models FAQ}