GroupTest-package: Multiple Hypothesis Testing Procedure for the Grouped...
In GroupTest: Multiple Testing Procedure for Grouped Hypotheses

Description Details Author(s) References

This package provides functions for the multiple hypotheses testing when there exists group structures.

Package:	GroupTest
Type:	Package
Version:	1.0
Date:	2015-11-20
License:	GPL-3

This package provides functions for multiple testing for the grouped hypotheses. The data is an array of list with G list where G is the total number of groups. Each list within this array corresponds to a group, with the test statistic and the group size as its two elements. Under the null hypotheses, the test statistic follows a standard normal distribution.

The main function is GT.wrapper(). One example is provided under this function, explaining the data structure and how to use the package.

Zhigen Zhao <zhaozhg@temple.edu>

Maintainer: Zhigen Zhao <zhaozhg@temple.edu>

Liu, Y., Sarkar, S. K., and Zhao, Z. (2015) A New Approach to Multiple Testing of Grouped Hypotheses

He, L., Sarkar, S. K. and Zhao, Z. (2015) Capturing the severity of Type II errors in high-dimensional multiple testing. Journal of Multivariate Analysis. Vol. 142, 106-116.

GroupTest documentation built on May 2, 2019, 9:26 a.m.