use http://www.ats.ucla.edu/stat/hlm/faq/hsball, clear sort id unique id meanses size sector pracad disclim himinty preserve drop size sector pracad disclim himinty meanses save hsb12_level1 restore preserve collapse (mean) meanses size sector pracad disclim himinty, by(id) save hsb12_level2 restore