Determination of Significance Levels for Stability Pooling Test:a Simulation Approach*
نویسنده
چکیده
1. Introduction In the last 15 years, for the standard three-batch stability analyses, debates focused on what is the significance level to be used in the stability pooling tests (pooling intercepts and pooling slopes). Because of the lack of sample size and power consideration, FDA adopted Bancroft's [1] recommendation of using 0.25 as the significant level at any of the pooling tests in order to maintain some control of the false negative (pooling due to no power to reject null hypothesis) rate. The practice was often criticized by industry statisticians as non-scientific and over-conservative. In more recent times, the drug industries eagerly propose the matrixing and bracketing stability design to explore the drug stability. The goal of the matrixing and bracketing stability design tries to reduce sampling time points for each batch and use simpler model by removing the non-significant slope and intercept differences, formed by factor combinations, from the preliminary specified model to estimate the expiration dates for combinations of factor levels. Since the structure of the bracketing and matrixing stability design is much more complex than that of the three-batch design, the effect of the false negative result on the determination of the expiration dates for bracketing and matrixing stability design is more serious than that of three-batch stability design. Therefore, especially for the bracketing and matrixing stability design, a statistically sound methodology should be developed to resolve the issue on the false negative results of the pooling tests.
منابع مشابه
Incorporating location, routing, and inventory decisions in a bi-objective supply chain design problem with risk-pooling
This paper considers a single-sourcing network design problem for a three-level supply chain. For the first time, a novel mathematical model is presented considering risk-pooling, the inventory existence at distribution centers (DCs) under demand uncertainty, the existence of several alternatives to transport the product between facilities, and routing of vehicles from distribution centers to c...
متن کاملMethods for significance testing of categorical covariates in logistic regression models after multiple imputation: power and applicability analysis
BACKGROUND Multiple imputation is a recommended method to handle missing data. For significance testing after multiple imputation, Rubin's Rules (RR) are easily applied to pool parameter estimates. In a logistic regression model, to consider whether a categorical covariate with more than two levels significantly contributes to the model, different methods are available. For example pooling chi-...
متن کاملExplanation of Self-determination Experiences in Students with Externalized Behavior Disorders: A Phenomenological Approach
Introduction: Students with externalized behavior disorders have lower levels of capacity for self-determination skills. The aim of this study was to explain self-determination experiences in students with externalized behavior disorders. Method: This qualitative study was conducted using phenomenological approach. Data were collected using in-depth interview with 10 students with externalized...
متن کاملOptimal DNA pooling-based two-stage designs in case-control association studies.
Study cost remains the major limiting factor for genome-wide association studies due to the necessity of genotyping a large number of SNPs for a large number of subjects. Both DNA pooling strategies and two-stage designs have been proposed to reduce genotyping costs. In this study, we propose a cost-effective, two-stage approach with a DNA pooling strategy. During stage I, all markers are evalu...
متن کاملA Fully Integrated Approach for Better Determination of Fracture Parameters Using Streamline Simulation; A gas condensate reservoir case study in Iran
Many large oil and gas fields in the most productive world regions happen to be fractured. The exploration and development of these reservoirs is a true challenge for many operators. These difficulties are due to uncertainties in geological fracture properties such as aperture, length, connectivity and intensity distribution. To successfully address these challenges, it is paramount to im...
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 2002