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6.4.1, "binomial" distribution
I happen to know from prior classes that the "binomial distribution" is so called because of the coefficients you get when multiplying out (a + b)^n. It feels to me that it would be worth saying this (and maybe giving the example of (a + b)^4 to show how the coefficients work out), because the term "binomial" just sounds so mysterious otherwise (you ask yourself: "two numbers? what two numbers?"). Given the choice between saying something about (a + b)^n vs. dumping the factorial formula, I would choose the former (but of course you can do both).