grouprar: Group Response Adaptive Randomization for Clinical Trials
Implement group response-adaptive randomization procedures, which also integrates standard non-group response-adaptive randomization methods as specialized instances. It is also uniquely capable of managing complex scenarios, including those with delayed and missing responses, thereby expanding its utility in real-world applications. This package offers 16 functions for simulating a variety of response adaptive randomization procedures. These functions are essential for guiding the selection of statistical methods in clinical trials, providing a flexible and effective approach to trial design. Some of the detailed methodologies and algorithms used in this package, please refer to the following references:
LJ Wei (1979) <doi:10.1214/aos/1176344614>
L. J. WEI and S. DURHAM (1978) <doi:10.1080/01621459.1978.10480109>
Durham, S. D., FlournoY, N. AND LI, W. (1998) <doi:10.2307/3315771>
Ivanova, A., Rosenberger, W. F., Durham, S. D. and Flournoy, N. (2000) <https://www.jstor.org/stable/25053121>
Bai Z D, Hu F, Shen L. (2002) <doi:10.1006/jmva.2001.1987>
Ivanova, A. (2003) <doi:10.1007/s001840200220>
Hu, F., & Zhang, L. X. (2004) <doi:10.1214/aos/1079120137>
Hu, F., & Rosenberger, W. F. (2006, ISBN:978-0-471-65396-7).
Zhang, L. X., Chan, W. S., Cheung, S. H., & Hu, F. (2007) <https://www.jstor.org/stable/26432528>
Zhang, L., & Rosenberger, W. F. (2006) <doi:10.1111/j.1541-0420.2005.00496.x>
Hu, F., Zhang, L. X., Cheung, S. H., & Chan, W. S. (2008) <doi:10.1002/cjs.5550360404>.
| Version: |
0.1.0 |
| Depends: |
R (≥ 3.6.0) |
| Imports: |
ggplot2 (≥ 3.3.0), gridExtra (≥ 2.3), stringr (≥ 1.4.0), methods, extraDistr, tidyr, stats |
| Published: |
2024-03-04 |
| Author: |
Guannan Zhai [aut, cre],
Feifang Hu [aut, ths] |
| Maintainer: |
Guannan Zhai <guannanzhai1996 at gmail.com> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| CRAN checks: |
grouprar results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=grouprar
to link to this page.