| Literature DB >> 24998428 |
Abstract
The US National Toxicology Program (NTP) is assessed by a statistician. In the NTP-program groups of rodents are fed for a certain period of time with different doses of the substance that is being investigated. Then the animals are sacrificed and all organs are examined pathologically. Such an investigation facilitates many statistical tests. Technical Report TR 578 on Ginkgo biloba is used as an example. More than 4800 statistical tests are possible with the investigations performed. Due to a thought experiment we expect >240 false significant tests. In actuality, 209 significant pathological findings were reported. The readers of Toxicology Letters should carefully distinguish between confirmative and explorative statistics. A confirmative interpretation of a significant test rejects the null-hypothesis and delivers "statistical proof". It is only allowed if (i) a precise hypothesis was established independently from the data used for the test and (ii) the computed p-values are adjusted for multiple testing if more than one test was performed. Otherwise an explorative interpretation generates a hypothesis. We conclude that NTP-reports - including TR 578 on Ginkgo biloba - deliver explorative statistics, i.e. they generate hypotheses, but do not prove them.Entities:
Keywords: Confirmative tests; False positive findings; Ginkgo biloba; Hypothesis generation; National Toxicology Program (NTP); Statistics
Mesh:
Year: 2014 PMID: 24998428 DOI: 10.1016/j.toxlet.2014.06.017
Source DB: PubMed Journal: Toxicol Lett ISSN: 0378-4274 Impact factor: 4.372