mlogit is an R package for estimating models from the logit family

mlogit is an R package which is useful for the estimation for several models of the logit family, e.g.

  • Multinomial logit models
  • Nested logit models
  • Mixed logit models
  • Multinomial probit

If you apply the mlogit package the data has to be reshaped. For running a multinomial regression without reshaping the data you can use the multinom function from the nnet package.

For an overview of functions have a look into the Package vignette.