| informativeSCI-package {informativeSCI} | R Documentation |
informativeSCI: Informative Simultaneous Confidence Intervals
Description
Calculation of informative simultaneous confidence intervals for graphical described multiple test procedures and given information weights. Bretz et al. (2009) doi:10.1002/sim.3495 and Brannath et al. (2024) doi:10.48550/arXiv.2402.13719. Furthermore, exploration of the behavior of the informative bounds in dependence of the information weights. Comparisons with compatible bounds are possible. Strassburger and Bretz (2008) doi:10.1002/sim.3338.
Details
The main function of the package is the informSCI-function for calculating informative lower simultaneous confidence bounds for a given graphical test procedure and given information weights. The explore_q-function can help to find the right information weights for the informSCI-algorithm. The inExactSCI- and notInExactSCI-functions can help to determine how accurate a (numerical) approximation of the true informative lower SCI-bounds is.
Author(s)
Maintainer: Liane Kluge liane@uni-bremen.de
Other contributors:
Werner Brannath [contributor]
Martin Scharpenberg [contributor]
References
F. Bretz, W. Maurer, W. Brannath, M. Posch: A graphical approach to sequentially rejective multiple test procedures. Statistics in Medicine 28.4 (2009), pp. 586-604.
K. Strassburger, F. Bretz: Compatible simultaneous lower confidence bounds for the Holm procedure and other Bonferroni based closed tests. Statistics in Medicine 27.4 (2008), pp. 4914-4927. S. Schmidt, W. Brannath: Informative Simultaneous Confidence Intervals in Hierarchical Testing. Methods of Information in Medicine 53.4 (2014), pp. 278–283.
See Also
Useful links:
Report bugs at https://github.com/LianeKluge/informativeSCI/issues