Statistical Tests for Population Bioequivalence
نویسندگان
چکیده
In its 2001 guidance, the U.S. Food and Drug Administration (FDA) recommends that population bioequivalence (PBE) and individual bioequivalence (IBE) be assessed to address respectively the prescribability and switchability between a brand-name drug product and its new formulation or generic copy. For IBE, the FDA recommends a 2×4 crossover design and a statistical test procedure proposed by Hyslop, Hsuan and Holder (2000). The same method is also recommended in FDA (2001) for assessment of PBE under the 2 × 4 crossover design. However, we note that, asymptotically, FDA’s PBE test has a size smaller than the nominal level and thus has a low power to detect PBE. In addition, the 2001 FDA guidance does not provide any statistical procedure for PBE under commonly used 2 × 2 or 2 × 3 crossover designs. In this paper, an asymptotically valid statistical test is derived for PBE under the 2 × 2, 2× 3 or 2 × 4 crossover design, using the method of moments and linearization. A method of determining the sample size required to achieve a desired power of the PBE test is also proposed. Simulation results are provided to examine the performance of the proposed PBE test and FDA’s test. Finally, an example is presented for illustration.
منابع مشابه
Nonparametric bioequivalence tests for statistical functionals and their e cient power functions
The population bioequivalence of two measurements is considered via diierentiable statistical functionals. This approach leads to eecient nonparame-tric bioequivalence tests given by the canonical gradient of the functional. The results are based on an asymptotic comparison of nonparametric power functions of rank tests. The bioequivalence regions are determined by implicit alternatives speciie...
متن کاملBayesian Analysis of Population Bioequivalence Using the Independence Chain Algorithm in PROC MIXED
The statistical test for population bioequivalence given in the current FDA guidance document on this matter ignores the dependence between summary statistics. It is very conservative in cases where there is a high degree of correlation of subject responses between test and reference formulations, which is usually the case in bioequivalence studies. Adapting the ideas of Kass and Wolfinger (200...
متن کاملBioequivalence Approach for Whole Effluent Toxicity Testing
Increased use of whole effluent toxicity (WET) tests in the regulatory arena has brought increased concern over the statistical analysis of WET test data and the determination of toxicity. One concern is the issue of statistical power. A number of WET tests may pass the current hypothesis test approach because they lack statistical power to detect relevant toxic effects because of large within-...
متن کاملBioequivalence Trials, Intersection–Union Tests and Equivalence Confidence Sets
The bioequivalence problem is of practical importance because the approval of most generic drugs in the United States and the European Community (EC) requires the establishment of bioequivalence between the brand-name drug and the proposed generic version. The problem is theoretically interesting because it has been recognized as one for which the desired inference, instead of the usual signifi...
متن کاملTesting Population and Individual Bioequivalence: A Hierarchical Bayesian Approach
The US Food and Drug Administration has recommended statistical guidelines that introduce two new bioequivalence criteria: population bioequivalence (PBE) and individual bioequivalence (IBE). In this paper we propose a hierarchical Bayesian methodology for evaluating these recently introduced criteria. We derive the joint posterior distribution of the parameters involved in a crossover design a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2000