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iccCounts (version 1.1.2)

rqr: RQR for GLMM Computes the randomized quantile residuals for GLMM

Description

RQR for GLMM Computes the randomized quantile residuals for GLMM

Usage

rqr(x)

Value

A vector with the residuals.

Arguments

x

An object of clas iccc.

Details

Randomized quantile residuals (RQR) are computed for GLMMM. The within-cluster families considered are Poisson, Negative Binomial with additive and proportional extra-dispersion and their zero-inflated extensions. For further details on RQR see Dunn and Smyth (1996) and Feng et al (2020)

References

Dunn PK, Smyth GK. (1996). Randomized quantile residuals. J Comput Graph Stat.5(3):236–44.Feng et al. (2020). A comparison of residual diagnosis tools for diagnosing regression models for count data. BMC Medical Research Methodology 20:175