Title | The use of group sequential designs with common competing risks tests. |
Publication Type | Journal Article |
Year of Publication | 2013 |
Authors | Logan, BR, Zhang, M-J |
Journal | Stat Med |
Volume | 32 |
Issue | 6 |
Pagination | 899-913 |
Date Published | 2013 Mar 15 |
ISSN | 1097-0258 |
Keywords | Blood Platelets, Clinical Trials as Topic, Computer Simulation, Cord Blood Stem Cell Transplantation, Fluconazole, Humans, Kidney Diseases, Pyrimidines, Research Design, Risk, Sample Size, Statistics as Topic, Triazoles, Voriconazole |
Abstract | Clinical trials are often performed using a group sequential design in order to allow investigators to review the accumulating data sequentially and possibly terminate the trial early for efficacy or futility. Standard methods for comparing survival distributions have been shown under varying levels of generality to follow an independent increments structure. In the presence of competing risks, where the occurrence of one type of event precludes the occurrence of another type of event, researchers may be interested in inference on the cumulative incidence function, which describes the probability of experiencing a particular event by a given time. This manuscript shows that two commonly used tests for comparing cumulative incidence functions, a pointwise comparison at a single point, and Gray's test, also follow the independent increments structure when used in a group sequential setting. A simulation study confirms the theoretical derivations even for modest trial sample sizes. We used two examples of clinical trials in hematopoietic cell transplantation to illustrate the techniques. |
DOI | 10.1002/sim.5597 |
Alternate Journal | Stat Med |
PubMed ID | 22945865 |
PubMed Central ID | PMC3574186 |
Grant List | U10 HL069294 / HL / NHLBI NIH HHS / United States R01 CA54706-10 / CA / NCI NIH HHS / United States R01 CA054706 / CA / NCI NIH HHS / United States U01 HL069294 / HL / NHLBI NIH HHS / United States U24 CA076518 / CA / NCI NIH HHS / United States U01HL069294 / HL / NHLBI NIH HHS / United States |