Three meta-principles of statistics: the information principle, the methodological attribution problem, and different applications demand different philosophies

The information principle: the key to a good statistical method is not its underlying philosophy or mathematical reasoning, but rather what information the method allows us to use. Good methods make use of more information. This can come in different … Continue reading → …