Sorry you keep experiencing this on that tutorial.  I had a look at the notation & performance section.  That all looks right.  I'll look at the breakdown section again.  Is that is where you are finding inconsistencies?

I think the best thing to do in most of these cases is follow the notation & the performance section.  

I'll update you if I find anything helpful!