Remember the null hypothesis?

Few principles are as essential to the education of developing scientists as the role of the null hypothesis in inferential statistics and research in general. This is often taught as directly analogous to the principle of being considered innocent in a court of law until proven guilty. In at least some cases, the consequences of ignoring this scientific principle and embracing an alternate hypothesis without sufficient proof can be substantial,...