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multimput is an R package that assists with analysing dataset with missing values using multiple imputation.

Home Page: https://inbo.github.io/multimput

License: GNU General Public License v3.0

R 95.70% CSS 2.14% TeX 2.16%
r package imputation imputation-model

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multimput's Issues

impute() can use INLA models

library(multimput)
library(INLA)

dataset <- generateData(n.year = 10, n.site = 50, n.run = 1)
dataset$Count[sample(nrow(dataset), 50)] <- NA
model <- inla(
  Count ~ factor(Year) + factor(Period) + f(Site, model = "iid"), 
  data = dataset, 
  family = "nbinomial"
)

Deprecated old functions

The functionality of some functions is available through the new functions: impute(), aggregate_impute() and model_impute(). The old functions should be deprecated.

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