Package: RBtest 1.1

Serguei Rouzinov

RBtest: Regression-Based Approach for Testing the Type of Missing Data

The regression-based (RB) approach is a method to test the missing data mechanism. This package contains two functions that test the type of missing data (Missing Completely At Random vs Missing At Random) on the basis of the RB approach. The first function applies the RB approach independently on each variable with missing data, using the completely observed variables only. The second function tests the missing data mechanism globally (on all variables with missing data) with the use of all available information. The algorithm is adapted both to continuous and categorical data.

Authors:Serguei Rouzinov and André Berchtold

RBtest_1.1.tar.gz
RBtest_1.1.tar.gz(r-4.5-noble)RBtest_1.1.tar.gz(r-4.4-noble)
RBtest_1.1.tgz(r-4.4-emscripten)RBtest_1.1.tgz(r-4.3-emscripten)
RBtest.pdf |RBtest.html
RBtest/json (API)

# Install 'RBtest' in R:
install.packages('RBtest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 6 scripts 218 downloads 2 exports 63 dependencies

Last updated 5 years agofrom:135be4ce16. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-linuxOKNov 06 2024

Exports:RBtestRBtest.iter

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrfansiforcatsforeachgenericsglmnetglueGPArotationhavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlmnormtnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspsychpurrrR6RcppRcppEigenreadrrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr