help quickicc -------------------------------------------------------------------------------
Title
quickicc -- Intraclass correlation and standard error calculation after XTMIXED
Syntax quickicc
Description
quickicc calcuates the intraclass correlation (ICC) after fitting a two-level xtmixed model where the intercept is the only random effect. In addition to calculating the ICC, this program also calculates the standard error of the maximum likelihood large sample ICC (see reference).
Examples
First, fit an xtmixed model
. use iccexample.dta, clear
. xtmixed machach || l2id:
Then, type quickicc
. quickicc
You can also find ICCs after models with several fixed effects
. xtmixed machach f b h || l2id:
. quickicc
Saved results
quickicc saves the following in r():
Scalars r(l1vc) the level 1 variance component r(l2vc) the level 2 variance component r(tv) the total variance r(N) the number of observations from the xtmixed command r(m) the number of groups from the xtmixed command r(icc) the intraclass correlation r(se) the standard error of the intraclass correlation
Macros r(model) the previous xtmixed command
References
Donner, A. & J. J. Koval. 1980. The Large Sample Variance of an Intraclass Correlation. Biometrika. 67:3. 719-722.