aggregate_impute: Aggregate an imputed dataset

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

Description

Aggregate an imputed dataset

Usage

aggregate_impute(object, grouping, fun)

## S4 method for signature 'ANY'
aggregate_impute(object, grouping, fun)

## S4 method for signature 'rawImputed'
aggregate_impute(object, grouping, fun)

Arguments

object	a rawImputed object
grouping	a vector of variables names to group the aggregation on
fun	the function to aggregate

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)
imputed <- impute(data = dataset, model = model)
aggregate_impute(imputed, grouping = c("Year", "Period"), fun = sum)

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