In reply to Brian Vancil.

> Why do you like polychoric correlation over Kendall's tau-b?

I never claimed to "like" polychoric correlation, nor have I suggested that it should be preferred over other competing statistics. In choosing a statistic, a researcher should always ask whether the assumptions of a method are reasonable for their data.