MLM3_Aravo: quadratic MLM3-fit to Aravo data using SLA and Snow

In CajoterBraak/TraitEnvMLMWA: Weighted Averaging (WA) and Multi-Level Methods (MLM) for Trait-Environment Association in Functional and Community Ecology

quadratic MLM3-fit to Aravo data using SLA and Snow

Description

MLM3_Aravo is a glmerMod object from the lme4 package consisting of the quadratic fit of the MLM3 model to the Aravo data from the ade4 package using the trait SLA and the environmental variable Snow with code

formula.MLM3.quad <- y ~ poly(trait,2) + poly(env,2) +trait:env +

(1+trait|site)+(1+env|species)

MLM3_Aravo <- glmer(formula.MLM3.quad, data=Aravo_in_glmmformat,

family= poisson, nAGQ=0, control = glmerControl(calc.derivs=F))

To get the data in Aravo_in_glmmformat use expand4glmm.

References

ter Braak (2019) New robust weighted averaging- and model-based methods for assessing trait-environment relationships. Methods in Ecology and Evolution, Appendix A7 (https://doi.org/10.1111/2041-210X.13278)

CajoterBraak/TraitEnvMLMWA documentation built on Jan. 25, 2023, 7:36 p.m.