imputeTestbench: Test Bench for the Comparison of Imputation Methods
Version 3.0.0

Provides a test bench for the comparison of missing data imputation methods in univariate time series. Imputation methods are compared using RMSE, MAE or MAPE error metrics. Proposed imputation methods and alternative error metrics can be used.

Browse man pages Browse package API and functions Browse package files

AuthorNeeraj Bokde [aut], Marcus W. Beck [cre, aut]
Date of publication2016-11-03 11:06:03
MaintainerMarcus W. Beck <mbafs2012@gmail.com>
LicenseCC0
Version3.0.0
URL http://www.neerajbokde.com/cran/imputetestbench
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("imputeTestbench")

Man pages

impute_errors: Function working as testbench for comparison of imputing...
mae: Mean Absolute Error Calculation
mape: Mean Absolute Percent Error Calculation
plot_errors: Function to plot the Error Comparison
plot_impute: Plot imputations
print.errprof: Print method for errprof
rmse: Root Mean Square Error Calculation
sample_dat: Sample time series data

Functions

impute_errors Man page Source code
mae Man page Source code
mape Man page Source code
plot_errors Man page Source code
plot_errors.errprof Man page Source code
plot_impute Man page Source code
print.errprof Man page Source code
rmse Man page Source code
sample_dat Man page Source code

Files

NAMESPACE
R
R/globalVariables.R
R/error_functions.R
R/impute_errors.R
R/print.errprof.R
R/plot_impute.R
R/plot_errors.R
R/sample_dat.R
README.md
MD5
DESCRIPTION
man
man/mape.Rd
man/rmse.Rd
man/mae.Rd
man/print.errprof.Rd
man/impute_errors.Rd
man/sample_dat.Rd
man/plot_errors.Rd
man/plot_impute.Rd
imputeTestbench documentation built on May 19, 2017, 10:07 p.m.