Not confidently thinking that there aren't any such tests is not the same thing as alleging that there are such tests. I agree that the first probably applies to Shalizi. Dalliard asserts that the second does, but it doesn't look to me as if Dalliard's assertion is true.
I found this post very interesting
It's about statistics, causal inference, and 'g'.