Testing multiple hypotheses with skewed alternatives
نویسندگان
چکیده
منابع مشابه
Testing fuzzy hypotheses with vague data
The problem of testing fuzzy hypotheses in the presence of vague data is considered. A new method based on the necessity index of strict dominance (NSD) is suggested. An example hoe to apply the proposed test in statistical quality control is shown.
متن کاملBayesian Multiple Hypotheses Testing with Quadratic Criterion
The anomaly detection and localization problem can be treated as a multiple hypotheses testing (MHT) problem in the Bayesian framework. The Bayesian test with the 0-1 loss function is a standard solution for this problem, but the alternative hypotheses have quite different importance in practice. The 0-1 loss function does not reflect this fact while the quadratic loss function is more appropri...
متن کاملMultiple Hypotheses Testing with Partial Prior Information
By modifying the optimal criterion of Kudo (1967), an alternative theory is developed for incorporating prior probabilities into multiple hypotheses testing. Unlike Kudo’s theory, an explicit optimal test can be obtained. It is shown that the optimal test is a natural extension of some well-known tests such as the maximum likelihood test.
متن کاملGroupTest: Multiple Testing Procedure for Grouped Hypotheses
In the modern Big Data analysis, testing multiple hypotheses simultaneously has been an important tool in analyzing data arising from scientific studies, such as genetics, astronomy, social sciences and many others. The hypotheses can often be grouped together according to the nature of the scientific investigations. For instance, genes can be grouped according to gene pathways; the nearby pixe...
متن کاملMultiple Hypotheses Testing in Small Microarray Experiments
The approach of controlling the false discovery rate (FDR) which is less conservative than controlling the family wise error rate (FWER) has become a new and popular multiple testing procedure in microarray studies. In addition to multiple testing problems the limitation of sample size is another big challenge in this area. This thesis addresses the problem of multiple testing in the context of...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Biometrics
سال: 2015
ISSN: 0006-341X
DOI: 10.1111/biom.12430