Introduction | Generating simulated data | Model setup and fitting | Evaluating model performance | References

Introduction | Generating simulated data | A spatially explicit model in Hmsc | Spatial models for big datasets | References

Introduction | Generating simulated data for a large community | HMSC analyses of the data with the ``correct'' model | HMSC analyses of misspecified models

Introduction | Linear model for a community with five species | A community of four species with a mixture of data types

Introduction | Linear model | Generalized linear models | Mixed models: fixed and random effects