Uses, abuses and misuses of<br>significance tests in the scientific community: Won't the Bayesian choice be<br>unavoidable?


Authors: 
Lecoutre, B., Lecoutre, M.-P., &amp; Poitevineau J.
Volume: 
69
Pages: 
online
Year: 
2001
Publisher: 
International Statistical Review
URL: 
http://links.jstor.org/sici?sici=0306-7734(200112)69%3A3%3C399%3AUAAMOS%3E2.0.CO%3B2-6
Abstract: 

The current context of the "significance test controversy" is first briefly discussed. Then experimental studies about the use of null hypothesis significance tests by scientific researchers and applied statisticians are presented. The misuses of these tests are reconsidered as judgmental adjustments revealing researchers' requirements towards statistical inference. Lastly alternative methods are considered. Consequently we automatically ask ourselves "won't the Bayesian choice be unavoidable?"

The CAUSE Research Group is supported in part by a member initiative grant from the American Statistical Association’s Section on Statistics and Data Science Education