Search code examples
routputglmlme4

GLMER Output from R, meaning of .sig01, .sig02, .sig03


when computing profile confidence intervals using confint(m1) where m1 is a glmer() model there is a term ( or a few ) at the top which are labelled .sig01, .sig02, I can't find any documentation which explains what these mean though.


Solution

  • You probably didn't find the documentation for the 'merMod' class method of confint. In ?lme4::confint.merMod the following can be read at the parameters:

    oldNames: (logical) use old-style names for variance-covariance parameters, e.g. ".sig01", rather than newer (more informative) names such as "sd_(Intercept)|Subject"? (See signames argument to profile).

    The default option for oldNames is TRUE. Setting it to FALSE will give you a clearer output.

    Example

    library(lme4)
    (gm1 <- glmer(cbind(incidence, size - incidence) ~ period + (1 | herd),
                  data = cbpp, family = binomial))
    confint(gm1, oldNames=FALSE)
    #                          2.5 %     97.5 %
    # sd_(Intercept)|herd  0.3460732  1.0999743
    # (Intercept)         -1.9012119 -0.9477540
    # period2             -1.6167830 -0.4077632
    # period3             -1.8010241 -0.5115362
    # period4             -2.5007502 -0.8007554