개요
- R amelia()
library(Amelia)
data(africa)
a <- amelia(x = africa, cs = "country", ts = "year", logs = "gdp_pc")
## -- Imputation 1 --
##
## 1 2
##
## -- Imputation 2 --
##
## 1 2 3
##
## -- Imputation 3 --
##
## 1 2 3
##
## -- Imputation 4 --
##
## 1 2
##
## -- Imputation 5 --
##
## 1 2
summary(a)
##
## Amelia output with 5 imputed datasets.
## Return code: 1
## Message: Normal EM convergence.
##
## Chain Lengths:
## --------------
## Imputation 1: 2
## Imputation 2: 3
## Imputation 3: 3
## Imputation 4: 2
## Imputation 5: 2
##
## Rows after Listwise Deletion: 115
## Rows after Imputation: 120
## Patterns of missingness in the data: 3
##
## Fraction Missing for original variables:
## -----------------------------------------
##
## Fraction Missing
## year 0.00000000
## country 0.00000000
## gdp_pc 0.01666667
## infl 0.00000000
## trade 0.04166667
## civlib 0.00000000
## population 0.00000000
plot(a)
같이 보기
- R missmap()
- R compare.density()
- R overimpute()
- R disperse()
- R tscsPlot()
- R plot.amelia()
- R write.amelia()
- R ameliabind()