Imputation with PMM and Midas using MICE

• Imputation
  • mice
    • mice.HMI()
    • mice.complete()
    • mice.convergence_plot()
    • mice.fit()
    • mice.iterate()
    • mice.pool()
    • mice.set_methods()
  • midas()
  • pmm()
  • Auxiliaries
    • imputation.Utils module
      • expit()
      • logit()
      • matcherid()
      • split_dataframe()
    • imputation.predictorMatrix module
      • md_pairs()
      • quickpred()
    • imputation.sampler module
      • estimice()
      • norm_draw()
      • sym()
• Simulations
  • MAR()
  • MCAR()
  • Simulate()
  • corr_mean()
  • data_norm()
  • data_pois()
  • data_semi()
  • expit()
  • logit()
  • miss_mean()
  • plot_density()
  • plot_missingness_tails()
  • repeat_sim()