Table 2 Syntax for model construction and for the simulate function (see text for variable definitions)
Simulation model in Table 1 | Model construction syntax |
|---|---|
(1) | Model = GLMTrait(\(X, \beta\), dist, link) |
| Â | Model = GLMTrait(\(X, \beta , G, \gamma\), dist, link) |
(2, 3) | Model = OrderedMultinomialTrait(\(X, \beta , \theta ,\) link) |
(4) | Model = VCMTrait(\(X, \beta , vc\)) |
|  | Model = VCMTrait(formula, df, vc) |
| Â | Model = VCMTrait(\(X, \beta , G, \gamma , \Sigma , V\)) |
(5) | Model = GLMMTrait(\(X, \beta , vc\), dist, link) |
Simulation model in Table 1 | simulate Function syntax |
|---|---|
(1, 3, 4, 5) | simulate(model) |
(2) | simulate(model, Logistic = true, cutoff = 2) |