Aubrey Clayton

There is a logical flaw in the statistical methods used across experimental science. This fault is not a minor academic quibble: it underlies a reproducibility crisis now threatening entire disciplines. In an increasingly statistics-reliant society, this same deeply rooted error shapes decisions in medicine, law, and public policy with profound consequences. The foundation of the problem is a misunderstanding of probability and its role in making inferences from observations.

Big Dog Daddy is the eleventh studio album released by country singer Toby Keith. It was released June 12, 2007. Its first single, "High Maintenance Woman," which was released before the album came out, peaked at number three on the country charts. The album debuted at #1 on the Billboard 200 and the Billboard Top Country Albums chart. It was Keith's third number one on the Billboard 200 and his fifth on the Top Country Albums chart. In addition, this was the first album of Keith's career that he produced entirely on his own, having previously co-produced all but his first two albums.