| GroupTest-package {GroupTest} | R Documentation |
Multiple Hypothesis Testing Procedure for the Grouped Hypotheses
Description
This package provides functions for the multiple hypotheses testing when there exists group structures.
Details
| 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.
Author(s)
Zhigen Zhao <zhaozhg@temple.edu>
Maintainer: Zhigen Zhao <zhaozhg@temple.edu>
References
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.