Confidence intervals for an exposure adjusted incidence rate difference with applications to clinical trials
- 30 April 2006
- journal article
- Published by Wiley in Statistics in Medicine
- Vol. 25 (8) , 1275-1286
- https://doi.org/10.1002/sim.2335
Abstract
To summarize safety data such as clinical adverse experiences in clinical trials with a moderate to long‐term follow‐up, we may use a measurement which accounts for the potential differences in the follow‐up duration between treatment groups. The incidence rate, which uses the total person–time follow‐up in a treatment group as the denominator, is one of these measures. When treatment comparisons are based on the difference of the incidence rates, it is of interest to construct confidence intervals for the rate differences. In this paper, we first discuss the assumptions and scenarios in which the exposure adjusted incidence rate may be appropriate. Then we review several methods of calculating confidence intervals for the difference of two incidence rates assuming that the number of events come from a Poisson distribution. The methods considered include Wald's method, the two‐by‐two table method, the Miettinen and Nurminen (MN) method, and the conditional MN method. For all but the MN method, explicit confidence intervals can be obtained. For the MN method, some numerical iterations are required. The properties of these methods are evaluated by simulations. The results show that the MN method outperforms the other three in terms of the coverage of the confidence interval, especially when the rates and therefore the number of events are small. Lastly, data from a clinical study are used to demonstrate the application of the methods. Copyright © 2005 John Wiley & Sons, Ltd.Keywords
This publication has 8 references indexed in Scilit:
- A more powerful test for comparing two Poisson meansJournal of Statistical Planning and Inference, 2002
- A quasi‐exact method for the confidence intervals of the difference of two independent binomial proportions in small sample casesStatistics in Medicine, 2002
- Test‐Based Exact Confidence Intervals for the Difference of Two Binomial ProportionsBiometrics, 1999
- Randomised trial of losartan versus captopril in patients over 65 with heart failure (Evaluation of Losartan in the Elderly Study, ELITE)Published by Elsevier ,1997
- Approximate confidence intervals for the difference in two poisson parametersJournal of Statistical Computation and Simulation, 1994
- A New Confidence Interval Method Based on the Normal Approximation for the Difference of Two Binomial ProbabilitiesJournal of the American Statistical Association, 1993
- Comparative analysis of two ratesStatistics in Medicine, 1985