
The fallacy of averages
A discussion with a portfolio company CFO reminded me that statistics are a dangerous thing and averages are misleading. “There are three types of lies — lies, damn lies, and statistics.” Most businesses analyze their performance using overly simplistic tools. For an extreme example, imagine a scenario where the average customer produces monthly recurring revenue […]