Learn R Programming

combinIT (version 2.0.0)

A Combined Interaction Test for Unreplicated Two-Way Tables

Description

There are several non-functional-form-based interaction tests for testing interaction in unreplicated two-way layouts. However, no single test can detect all patterns of possible interaction and the tests are sensitive to a particular pattern of interaction. This package combines six non-functional-form-based interaction tests for testing additivity. These six tests were proposed by Boik (1993) , Piepho (1994), Kharrati-Kopaei and Sadooghi-Alvandi (2007) , Franck et al. (2013) , Malik et al. (2016) and Kharrati-Kopaei and Miller (2016) . The p-values of these six tests are combined by Bonferroni, Sidak, Jacobi polynomial expansion, and the Gaussian copula methods to provide researchers with a testing approach which leverages many existing methods to detect disparate forms of non-additivity. This package is based on the following published paper: Shenavari and Kharrati-Kopaei (2018) "A Method for Testing Additivity in Unreplicated Two-Way Layouts Based on Combining Multiple Interaction Tests". In addition, several sentences in help files or descriptions were copied from that paper.

Copy Link

Version

Install

install.packages('combinIT')

Monthly Downloads

273

Version

2.0.0

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Hossein Haghbin

Last Published

October 21st, 2022

Functions in combinIT (2.0.0)

KKSA_test

Kharrati-Kopaei and Sadooghi-Alvandi's (2007) test for interaction
Boik_test

Boik's (1993) Locally Best Invariant (LBI) Test
MVGH

The mean values of growth hormone (MVGH).
IDCP

Impurity data in a chemical product (IDCP).
CI_test

Combined Interaction Test
CNV

Copy number variation (CNV).
Franck_test

Franck's (2013) et al. test for Interaction
KKM_test

Kharrati-Kopaei and Miller's (2016) Test for Interaction
Malik_test

Malik's (2016) et al. Test for Interaction
RDWW

Ratio of dry to wet wheat (RDWW).
Piepho_test

Piepho's (1994) Test for Interaction
interaction_plot

Interaction Plot