Factor models and model-based ordination
formula <- respVar ~ factAnal(0 + sites | species, nAxes = 2)
strucGlmer(formula, family = binomial(), data = dataFrame)Heterogeneous variance
formula <- respVar ~ explVar + (explVar | grpFac) + hetVarExp(explVar)
strucGlmer(formula, family = poisson(), data = dataFrame)Phylogenetic covariance
formula <- respVar ~ explVar + (explVar | species) + pagelLambda(1 | species, phylo = tree)
strucGlmer(formula, family = binomial(), data = dataFrame)Spatial autocorrelation
formula <- respVar ~ explVar + distCorExp(1 | sites, distMat = dists)
strucGlmer(formula, family = poisson(), data = dataFrame)Network models
formula <- respVar ~ explVar + edgeIdent(1 | subjects, edgeMat = adjacencyMat)
strucGlmer(formula, family = poisson(), data = dataFrame)