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Responses analysed together or apart

Building on 'rimu', a package for inference with multiple-response data

Two main modelling approaches

  • mrglm: working-independence marginal models (eg Agresti & Liu)
  • mrloglin and mrmultinom: working-multinomial loglinear models (eg Loughin & Scherer)

The first type are glms with a sandwich variance estimator in expanded data. The second type are loglinear or multinomial models in expanded data, and the inference procedures are like Rao-Scott-type tests in survey data

remotes::install_github("tslumley/rata")
library("raataa")