I presented a paper (published in Political Analysis ( link )) in my methods class this week on MRP, a technique for estimating state-level public opinion based on national surveys. One of there terms I needed to define is straight out of Downton Abbey , (which Wife, R.N. and I are ripping through at the moment). My analogy went over well in the class so, I thought, why not blog it? "Intraclass correlation" is a key concept in how to make MRP work (See Andrew Gelman's blog for a nice overview). Being immersed in the Downton world, it became obvious to me... if we think about a measure for which all the Aristocratic Crawleys are similar, and the staff is all alike (say, in socioeconomic status) then there would be high ICC. However, I was corrected by my professor Marc Meredith (sidenote: he calls MRP, "Mr. P" without irony), who noted that the key to having high ICC is variation between groups (or regions in the case of US States) in addition to between indiv...