imputeTestbench

Neeraj Bokde, neerajdhanraj@gmail.com, Marcus W. Beck, mbafs2012@gmail.com

R-CMD-check Downloads from the RStudio CRAN mirror

knitr::opts_chunk$set(echo = TRUE)

This is the development repository for the imputeTestbench package. This package provides a testbench for comparing imputation methods for missing data in univariate time series.

The development version of this package can be installed from GitHub:

install.packages('devtools')
library(devtools)
install_github('neerajdhanraj/imputeTestbench', ref = 'development')

The current release can be installed from CRAN:

install.packages('imputeTestbench')

Load the package after installation:

library(imputeTestbench)
devtools::load_all()

Basic use

The core function is impute_errors(). See the help documentation for more details.

a <- impute_errors(data = nottem)
a
plot_errors(a, plotType = 'line')

Citation

Beck MW, Bokde N, Ascencio-Cortes G, Kulat K (2018). "R package imputeTestbench to Compare Imputation Methods for Univarite Time Series." The R Journal, 10(1), 218-233. doi: 10.32614/RJ-2018-024 (URL: http://doi.org/10.32614/RJ-2018-024).

Bug reports

Please submit any bug reports (or suggestions) using the issues tab of the GitHub page.

License

This package is released in the public domain under the creative commons license CC0.



fawda123/imputeTestbench documentation built on Jan. 26, 2021, 5:18 p.m.