Why are there squares everywhere in statistics (e.g., normal density, variance, least squares, etc.)?

I remember asking my colleagues at Carnegie Mellon this very same question as I was first learning basic statistics in the early 1990s and they gave the same kind of answers as I found more recently in the AskStatistics subreddit. … Continue reading → …