impute: Impute a dataset

In ThierryO/multimput: Using Multiple Imputation to Address Missing Data

Description

Impute a dataset

Usage

impute(model, ..., n.imp = 19)

## S4 method for signature 'ANY'
impute(model, ..., n.imp = 19)

## S4 method for signature 'glmerMod'
impute(model, data, ..., n.imp)

## S4 method for signature 'inla'
impute(model, ..., n.imp = 19)

## S4 method for signature 'lm'
impute(model, data, ..., n.imp)

Arguments

model	model to impute the dataset
...	other arguments. See details
n.imp	the number of imputations. Defaults to 19
data	The dataset holding both the observed and the missing values

Examples

dataset <- generateData(n.year = 10, n.site = 50, n.run = 1)
dataset$Count[sample(nrow(dataset), 50)] <- NA
model <- lm(Count ~ Year + factor(Period) + factor(Site), data = dataset)
impute(model, dataset)

ThierryO/multimput documentation built on May 9, 2019, 4:42 p.m.