impu_det_lin: Imputation of missing values

In convergEU: Monitoring Convergence of EU Countries

Imputation of missing values

Description

Imputation is deterministic and based on a straight line between two points.

Usage

impu_det_lin(timeIni, timeEnd, timeDelta, indicIni, indicFin)

Arguments

timeIni	starting time
timeEnd	ending time
timeDelta	collection of times where missing values are located
indicIni	observed value at timeIni
indicFin	observed value at timeEnd

Value

imputed tibble with an indicator of missingness (wasMissing).

References

https://www.eurofound.europa.eu/system/files/2022-04/introduction-to-the-convergeu-package-0.6.4-tutorial-v2-apr2022.pdf

Examples

# Example 1
# Simplest Imputation of one missing value between two observed values:
res1 <- impu_det_lin(timeIni= 88,
    timeEnd = 90,
    timeDelta = 89,
    indicIni = 120,
    indicFin = 100)

# Example 2
# Multiple Imputation of  missing values:
    res2 <-impu_det_lin(timeIni= 90,
    timeEnd = 93,
    timeDelta=c(91,92),
    indicIni = 100,
    indicFin = 108)

# Multiple Imputation of  missing values with delta > 1:
res3 <- impu_det_lin(timeIni= 2000,
    timeEnd = 2015,
    timeDelta=seq(2005,2010,5),
    indicIni = 100,
    indicFin = 108)

convergEU documentation built on May 29, 2024, 11:15 a.m.