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The package is registered in METADATA.jl and can be installed using Pkg.add or in the Pkg REPL, entered by typing ] as the first character in a line.

(v1.0) pkg> add MixedModels
  Updating registry at `~/.julia/registries/General`
  Updating git-repo `https://github.com/JuliaRegistries/General.git`
 Resolving package versions...
  Updating `~/.julia/environments/v1.0/Project.toml`
 [no changes]
  Updating `~/.julia/environments/v1.0/Manifest.toml`
 [no changes]

The package provides the functions lmm, to create a linear mixed-effects model from a formula/data specification, and glmm to create a generalized linear mixed-effects model. See the documentation for details.